diff --git a/data/inventory.sql b/data/inventory.sql index d9aa1fdb..ab556584 100644 --- a/data/inventory.sql +++ b/data/inventory.sql @@ -518,7 +518,7 @@ INSERT INTO "resources" VALUES('https://awkwardferny.medium.com/setting-up-distr INSERT INTO "resources" VALUES('https://aws-latency.altaircp.com','Find the fastest region from your location','','2018',0,'An essential community-built utility for testing regional latencies directly from client browsers to AWS data centers. Critical for architects choosing optimal regions for low-latency interactive applications and global disaster recovery architectures.','English','blog','beginner',0,'online','manual',NULL,NULL,NULL,0,'2018-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS", "Performance Optimization"]','["[COMMUNITY-TOOL]"]','[]','["aws-networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws-observability.github.io/terraform-aws-observability-accelerator','aws-observability.github.io: AWS Observability Accelerator for Terraform π','','2024',0,'The AWS Observability Accelerator is an official collection of production-grade Terraform modules. Quickly configures and installs ADOT, Amazon Managed Service for Prometheus, and Grafana on Amazon EKS clusters.','HCL','Documentation','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS", "EKS & Container Orchestration"]','["[COMMUNITY-TOOL]"]','[]','["terraform.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/tracing','aws-observability.github.io: Tracing on Amazon EKS','','2024',0,'A specialized sub-section of the AWS Observability Accelerator focusing exclusively on tracing strategies on EKS. Details provisioning of ADOT Collector sidecars, OpenTelemetry APIs, and AWS X-Ray integration frameworks.','HCL','Documentation','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS", "EKS & Container Orchestration"]','["[COMMUNITY-TOOL]"]','[]','["terraform.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://aws-quickstart.github.io/quickstart-eks-rancher','aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment','','2022',0,'Official AWS Quick Start reference guide for standing up Rancher on AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise operations teams a unified interface to govern multiple downstream clusters, enforce unified RBAC models, and manage complex multi-tenant environments.','HCL','Reference','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Native", "Kubernetes", "Rancher Management"]','["[COMMUNITY-TOOL]"]','[]','["rancher.md", "aws-containers.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://aws-quickstart.github.io/quickstart-eks-rancher','aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment','','2022',0,'Official AWS Quick Start reference guide for standing up Rancher on AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise operations teams a unified interface to govern multiple downstream clusters, enforce unified RBAC models, and manage complex multi-tenant environments.','HCL','Reference','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Native", "Kubernetes", "Rancher Management"]','["[COMMUNITY-TOOL]"]','[]','["rancher.md", "aws-containers.md", "aws.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com','AWS OpsWorks','','2013',0,'A managed configuration management platform utilizing Chef or Puppet layers. *2026 Engineering Reality*: Now classified as legacy, with standard DevOps workflows adopting AWS Systems Manager (SSM) and Terraform for infrastructure automation.','English','Documentation','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2013-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS", "Configuration Management"]','["[LEGACY]"]','[]','["aws-miscellaneous.md", "aws.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/about-aws','EC2 VM Import/Export now supports migration of virtual machines with Unified Extensible Firmware Interface (UEFI) boot to AWS','','2021',3,'Extends the VM Import/Export service to support the migration of virtual machines using UEFI (Unified Extensible Firmware Interface) bootloader architectures. This standardizes migration pipelines for modern on-premises systems, bypassing tedious BIOS-conversion steps. It enables automated VM transition directly into modern EC2 nitro-based instance types.','English','Service Feature','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Migration", "VM Import Export"]','["[COMMUNITY-TOOL]"]','[]','["aws-newfeatures.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/about-aws/global-infrastructure/innovation/?sc_channel=sm&sc_publisher=TWITTER&sc_country=global&sc_geo=GLOBAL&sc_outcome=awareness&trk=n/a&linkId=951858139','AWS Global Infrastructure Innovation','Explore how AWS designs and builds its global infrastructure to deliver high availability, low latency, and secure cloud services.','2026',4,'An official architectural overview of the AWS Global Infrastructure, highlighting the innovations in server design, custom silicon (Graviton/Trainium/Inferentia), cooling technologies, and networking topology. This page describes how AWS maintains regional isolation and high-availability zones to power mission-critical workloads worldwide. It serves as an essential reference for cloud architects looking to understand physical layer redundancy and infrastructure-level security baselines.','en','documentation','intermediate',0,'online','automatic','de3cea21e06278d53227a3f26c4ab81aed588d2a9d93b79a8918b5ad7f774ac7',NULL,1780352828,0,'2026-06-02T00:27:08.641312+02:00',NULL,NULL,NULL,'["Cloud Providers", "AWS", "Global Infrastructure"]','["[ENTERPRISE-STABLE]", "[GUIDE]"]','[]','[]','{}','{"category": "aws-architecture", "reputation_status": "Vetted", "reputation_summary": "Official AWS Cloud Infrastructure documentation showcasing hardware innovation and global data center standards.", "social_preview_url": "", "source_provenance": "X.com (awscloud)", "suggested_new_category": ""}'); @@ -917,7 +917,7 @@ INSERT INTO "resources" VALUES('https://aws.amazon.com/de/blogs/mt/strategies-fo INSERT INTO "resources" VALUES('https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users','aws.amazon.com: Authorization@Edge using cookies: Protect your Amazon CloudFront content from being downloaded by unauthenticated users','','2021',0,'Presents edge security patterns leveraging Lambda@Edge or CloudFront Functions to validate cookies and JWTs. This approach prevents unauthorized downloads of static content directly at the CDN tier, dramatically reducing backend origin load.','English','blog','advanced',1,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS", "CDN", "Edge Security"]','["[COMMUNITY-TOOL]"]','[]','["aws-networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver','Simplifying Amazon EBS volume migration and modification on Kubernetes using the EBS CSI Driver','','2023',0,'Outlines techniques for non-disruptively scaling, upgrading, and migrating stateful persistent volumes using the advanced AWS Elastic Block Store (EBS) CSI Driver. Focuses on hot-modifying volume sizes, IOPS parameters, and throughput.','N/A','Technical Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2023-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Providers", "AWS EKS", "Storage", "EBS Migration"]','["[COMMUNITY-TOOL]"]','[]','["managed-kubernetes-in-public-cloud.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/device-farm','AWS Device Farm: Improve the quality of your web and mobile applications by testing across desktop browsers and real mobile devices hosted in the AWS Cloud','','2025',4,'Product brief of AWS Device Farm, an automated application testing service hosting real physical mobile devices and desktop browser stacks for continuous cross-platform validation.','None','Documentation','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS", "Mobile Testing"]','["[ENTERPRISE-STABLE]"]','[]','["aws-newfeatures.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://aws.amazon.com/devops','AWS DevOps π','','2026',0,'AWSβs primary DevOps portal, presenting their native continuous delivery and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation. While curator listings highlight frictionless integration with EC2 and ECS, live architectural patterns in 2026 showcase teams frequently combining AWS-native compute with cloud-agnostic deployment runtimes to avoid platform lock-in.','N/A','Documentation','Intermediate',1,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS Ecosystem", "Cloud Services"]','["[COMMUNITY-TOOL]"]','[]','["jenkins-alternatives.md", "aws-devops.md", "devops.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://aws.amazon.com/devops','AWS DevOps π','','2026',0,'AWSβs primary DevOps portal, presenting their native continuous delivery and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation. While curator listings highlight frictionless integration with EC2 and ECS, live architectural patterns in 2026 showcase teams frequently combining AWS-native compute with cloud-agnostic deployment runtimes to avoid platform lock-in.','N/A','Documentation','Intermediate',1,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "AWS Ecosystem", "Cloud Services"]','["[COMMUNITY-TOOL]"]','[]','["jenkins-alternatives.md", "aws-devops.md", "devops.md", "aws.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/devops-guru','Amazon DevOps Guru','','N/A',0,NULL,NULL,NULL,NULL,0,'online','manual','280116a655de3cf3a75f1334ee3bbe7f51e83630f34c706164de136170dd341e',100.0,1779029294,0,'2026-05-17T16:48:14.538587+02:00',NULL,NULL,NULL,'[]','["[COMMUNITY-TOOL]"]','["docs/aws-devops.md"]','["aws-devops.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/devops/-guru',NULL,NULL,NULL,NULL,'A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual',NULL,64.0,1779130494,0,'2026-05-18T20:54:54.999056+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/aws-devops.md"]','["aws-devops.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://aws.amazon.com/dms/?audit=2019q1','Whitepaper: Migrating Your Databases to AWS','','2019',4,'Curator Insight offers a comprehensive methodology and step-by-step guidance for planning and executing database migrations to AWS. Live Grounding reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns. Crucial reading for enterprise modernization and cloud adoption planning.','English','Whitepaper','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Database Migration", "Whitepapers"]','["[CASE STUDY]", "[ENTERPRISE-STABLE]"]','[]','["aws-databases.md", "aws.md"]','{}','{}'); @@ -2404,7 +2404,7 @@ INSERT INTO "resources" VALUES('https://circleci.com/blog/relational-db-testing' INSERT INTO "resources" VALUES('https://circleci.com/blog/top-5-ci-cd-best-practices','Top 5 CI/CD best practices for 2021 π','','2021',1,'Tactical handbook outlining key optimizations for modern pipelines. Recommends isolating pipelines into modular micro-jobs, enforcing tight feedback loops, and using declarative branch patterns with secrets managers.','English','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["DevOps", "CI-CD Pipelines", "Best Practices"]','["[COMMUNITY-TOOL]"]','[]','["cicd.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://circleci.com/blog/unit-testing-vs-integration-testing','circleci.com: Unit testing vs integration testing π','','2021',0,'Educational manual detailing fundamental core differences, performance trade-offs, and ROI metrics between rapid isolated unit tests and broader integrated system tests.','English','Article','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Engineering", "Testing", "Concepts"]','["[COMMUNITY-TOOL]"]','[]','["qa.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://clarusway.com/top-21-devops-tools','clarusway.com: Top 21 DevOps Tools Of 2021 (Comprehensive Guide)','','2021',3,'A comprehensive breakdown of top DevOps systems spanning monitoring, CI/CD, IaC, and security workflows in 2021. Highlights the shift toward DevSecOps patterns and native cloud integration across hybrid-cloud environments.','English','Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["DevOps & Platform Engineering", "Industry Reports", "Tooling Landscape"]','["[COMMUNITY-TOOL]"]','[]','["devops-tools.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://claude101.com','Claude 101: Free Guides to Master Claude','','2025',0,'A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic''s Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews.','English','Tutorial','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Engineering", "AI-Assisted Development", "LLM Prompting"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["ai.md", "chatgpt.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://claude101.com','Claude 101: Free Guides to Master Claude','','2025',0,'A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic''s Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews.','English','Tutorial','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Engineering", "AI-Assisted Development", "LLM Prompting"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["ai.md", "chatgpt.md", "developerportals.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context','==clavinjune.dev: Working With Remote Docker Using Docker Context==','','N/A',0,'A curated technical resource and architectural guide covering ==clavinjune.dev: Working With Remote Docker Using Docker Context== in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,'online','manual','N/A',100.0,1781735938,0,'2026-06-18T00:38:58.569895+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/docker.md"]','["docker.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cleancloud-k8s.com/2022/01/19/handling-multiline-logging-with-loki-and-fluent-bit-on-kubernetes','cleancloud-k8s.com: Handling Multiline Logs with Loki and Fluent Bit on'' Kubernetes','','N/A',0,'A curated technical resource and architectural guide covering cleancloud-k8s.com: Handling Multiline Logs with Loki and Fluent Bit on'' Kubernetes in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779031882,0,'2026-05-17T17:31:22.687204+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/grafana.md"]','["grafana.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cli.github.com','GitHub CLI','','2020',0,'Official command-line utility (gh) designed to orchestrate GitHub platform resources directly from local terminal shells. Enables developers to query, create, and manage PRs, repository assets, workflows, and issue trackers.','Go','Tool','Intermediate',0,'online','manual','97fe666b13adeb0dd0b8d23364254c05168d0f113fab2d05644e3278defc9c07',100.0,1779033078,1,'2026-05-17T17:51:18.909234+02:00',NULL,NULL,NULL,'["Developer Platforms", "CLI Utilities", "GitHub CLI"]','["[COMMUNITY-TOOL]"]','["docs/git.md"]','["git.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}'); @@ -2690,7 +2690,7 @@ INSERT INTO "resources" VALUES('https://cloudonaut.io/what-architects-need-to-kn INSERT INTO "resources" VALUES('https://cloudowski.com','cloudowski.com','','2024',0,'Cloudowski presents hands-on technical posts on Kubernetes networking, CI/CD integrations, and public cloud infrastructure deployments. The content focuses heavily on solving real-world engineering hurdles using open-source utilities.','English','Blog','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Platform Engineering", "Cloud Architecture", "Hands-on Operations"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cloudowski.com/articles/honest-review-of-openshift-4','cloudowski.com: Honest review of OpenShift 4 π','','2020',3,'An analytical, architectural critique of OpenShift 4''s primary design shifts. Highlights the structural changes of shifting control plane workflows into automated Kubernetes Operators and the operational trade-offs of using Red Hat Enterprise Linux CoreOS (RHCOS) as the mandatory immutable operating system.','English','Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Enterprise Kubernetes", "Platform Evaluation", "Architecture Reviews"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cloudowski.com/articles/jenkins-on-openshift','cloudowski.com: Jenkins on OpenShift - how to use and customize it in a cloud-native way π','','2020',0,'Advanced engineering blog detailing customized, cloud-native deployments of Jenkins on OpenShift. Explains how to leverage dynamic provisioning, custom configurations, and cluster-wide persistent volumes to stabilize Jenkins infrastructure.','Groovy','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["CI/CD & DevOps", "Enterprise Jenkins", "OpenShift Integration"]','["[COMMUNITY-TOOL]"]','[]','["openshift-pipelines.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes','cloudowski.com: Openshift ImageStreams','','2019',0,'This analysis compares OpenShift ImageStreams with vanilla Kubernetes image pulling mechanisms. It explains how ImageStreams provide abstraction layers over container registries, enabling automatic redeployments upon detection of updated remote images (triggers). By decoupling pods from concrete repository URLs, it automates deployment lifecycle workflows for platform engineering teams.','N/A','Blog','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Container Management", "OpenShift", "Image Management"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes','cloudowski.com: Openshift ImageStreams','','2019',0,'This analysis compares OpenShift ImageStreams with vanilla Kubernetes image pulling mechanisms. It explains how ImageStreams provide abstraction layers over container registries, enabling automatic redeployments upon detection of updated remote images (triggers). By decoupling pods from concrete repository URLs, it automates deployment lifecycle workflows for platform engineering teams.','N/A','Blog','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Container Management", "OpenShift", "Image Management"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md", "registries.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cloudpak8s.io','IBM Cloud Pak Playbook: cloudpak8s.io','','N/A',0,'A curated technical resource and architectural guide covering IBM Cloud Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779031398,0,'2026-05-17T17:23:18.859411+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/ibm_cloud.md", "docs/openshift.md"]','["ibm_cloud.md", "openshift.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cloudpak8s.io/apps/cp4a_overview','IBM Cloud Pak Playbook','','N/A',0,'A curated technical resource and architectural guide covering IBM Cloud Pak Playbook in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779032100,0,'2026-05-17T17:35:00.149043+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/demos.md", "docs/ibm_cloud.md", "docs/openshift.md"]','["demos.md", "ibm_cloud.md", "openshift.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://cloudpundit.com/2020/09/22/dont-boil-the-ocean-to-create-your-cloud','cloudpundit.com: Donβt boil the ocean to create your cloud π','','2020',4,'Advocates for an incremental, pragmatic approach to cloud migration and platform construction. Warns against the architectural antipattern of designing an overengineered, all-encompassing private or public cloud solution on day one instead of starting with minimal viable platforms.','English','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Architecture", "Cloud Strategy", "Migration Methodology"]','["[ENTERPRISE-STABLE]"]','[]','["introduction.md"]','{}','{}'); @@ -8959,7 +8959,7 @@ INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2023/01/12/protect-mi INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release','kubernetes.io: Kubernetes v1.27: Chill Vibes','','2023',0,'The official documentation for the Kubernetes 1.27 release (''Chill Vibes''). Featuring 40 enhancement proposals, this release emphasizes security posture hardening, scheduling optimizations, and resource isolation. Prominent updates include the graduation of SeccompDefault to GA and the introduction of in-place container resource resizing.','Markdown','Release Notes','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2023-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Kubernetes Core", "Releases", "v1.27"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes-releases.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha','kubernetes.io: Kubernetes 1.27: In-place Resource Resize for Kubernetes Pods (alpha)','- If you have deployed Kubernetes pods with CPU and/or memory resources specified, you may have noticed that changing the resource values involves restarting the pod. This has been a disruptive operation for running workloads... until now. - In Kubernetes v1.27, we have added a new alpha feature that allows users to resize CPU/memory resources allocated to pods without restarting the containers.','2023',0,'Reviews the highly anticipated alpha feature in Kubernetes 1.27: In-place Resource Resize for Pods. This allows engineers to dynamically scale CPU and memory resources allocated to running containers without requiring a pod restart. This capability drastically improves availability and operational costs for scaling-heavy stateful applications and microservices.','Markdown','Technical Feature','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2023-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Kubernetes Core", "Resource Management", "Pod Resize"]','["[EMERGING]"]','[]','["kubernetes-releases.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy','NFTables mode for kube-proxy in Kubernetes','','2025',0,'Examines the transition of `kube-proxy` from traditional `iptables` and IPVS modes to the modern `nftables` backend in Kubernetes. Highlighting structural efficiency, the article explores how nftables reduces CPU-bound routing overhead and improves packet processing scalability in massive cluster environments.','Go','Article','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Container Orchestration", "Kubernetes Networking", "Kube-Proxy"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes-networking.md", "kubernetes-tools.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy','NFTables mode for kube-proxy in Kubernetes','','2025',0,'Examines the transition of `kube-proxy` from traditional `iptables` and IPVS modes to the modern `nftables` backend in Kubernetes. Highlighting structural efficiency, the article explores how nftables reduces CPU-bound routing overhead and improves packet processing scalability in massive cluster environments.','Go','Article','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Container Orchestration", "Kubernetes Networking", "Kube-Proxy"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes-networking.md", "kubernetes-tools.md", "networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2026/05/15/ccm-new-metric-route-sync-total','Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager','Deep dive into the new route_controller_route_sync_total counter metric in the Cloud Controller Manager.','2026',4,'Analysis of the new alpha metric ''route_controller_route_sync_total'' introduced in the Kubernetes v1.36 Cloud Controller Manager (CCM). Designed to facilitate A/B validation of the ''CloudControllerManagerWatchBasedRoutesReconciliation'' feature gate, transitioning cloud routing loops from fixed polling intervals to reactive, watch-based reconciliation. Drastically reduces redundant control plane queries to underlying hyperscaler APIs, preventing rate-limiting blocks in large-scale cluster architectures.','en','blog','advanced',0,'online','automatic','dbc9d6838b2707a36356b2e119c5c5c2fadcbdccb822cde5a7d522364a03e61f',NULL,1780352037,0,'2026-06-02T00:13:57.401639+02:00',NULL,NULL,NULL,'["Kubernetes", "Control Plane Architecture", "Cloud Controller Manager (CCM)", "Instrumentation"]','["[EMERGING]"]','[]','[]','{}','{"category": "kubernetes-releases", "reputation_status": "Vetted", "reputation_summary": "Official Kubernetes upstream instrumentation blog detailing critical cloud provider integration optimizations.", "social_preview_url": "", "source_provenance": "X.com (kubernetesio)", "suggested_new_category": ""}'); INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2026/05/15/kubernetes-1-36-feature-mixed-version-proxy-beta','Kubernetes v1.36: Mixed Version Proxy Graduates to Beta','Overview of the Mixed Version Proxy feature graduating to Beta in Kubernetes 1.36 to secure mixed-version control plane upgrades.','2026',4,'Architectural breakdown of the Mixed Version Proxy (KEP-4020) graduating to Beta and becoming enabled by default in Kubernetes 1.36. The mechanism prevents false 404 errors during mixed-version control plane rolling upgrades by proxying unrecognized resource requests to a newer peer API server. Enforces peer-aggregated discovery data flows, allowing operators to build and upgrade highly available control planes with zero client disruption.','en','blog','advanced',0,'online','automatic','4f92eaecea5b657a67aedaaa6df62b17923b080c08a3ed8ad06a56f6e79d6655',NULL,1780352037,0,'2026-06-02T00:13:57.401437+02:00',NULL,NULL,NULL,'["Kubernetes", "Control Plane Architecture", "API Server", "Mixed Version Proxy"]','["[ENTERPRISE-STABLE]"]','[]','[]','{}','{"category": "kubernetes-releases", "reputation_status": "Vetted", "reputation_summary": "Official upstream Kubernetes blog detailing core API Machinery security and upgrade enhancements.", "social_preview_url": "", "source_provenance": "X.com (kubernetesio)", "suggested_new_category": ""}'); INSERT INTO "resources" VALUES('https://kubernetes.io/blog/2026/05/20/etcd-370-beta','Announcing etcd 3.7.0-beta.0 | Kubernetes','Kubernetes-centric blog post highlighting the upcoming etcd 3.7.0-beta.0 features for cluster state storage.','2026',4,'Curator Insight: Synchronized with the primary project announcement, the official Kubernetes blog highlights the integration benefits of etcd v3.7.0-beta.0 for cluster orchestrators. Live Grounding validates that the RangeStream capability directly alleviates serialization bottlenecks inside the Kubernetes API server when listing large resource collections. This post serves as a crucial engineering guide for cluster administrators preparing to test and validate next-generation state storage under heavy workload scenarios.','en','blog','Advanced',1,'online','automatic','46f2f0e84e0b8a9f6ad68653bbecd214ae2d15efe741086adc5db811d45d90ce',NULL,1780352424,0,'2026-06-02T00:20:24.113325+02:00',NULL,NULL,NULL,'["Kubernetes", "Cluster Architecture", "Database Storage"]','["DE FACTO STANDARD", "GUIDE"]','[]','[]','{}','{"category": "aws-databases", "reputation_status": "Vetted", "reputation_summary": "Vetted official Kubernetes ecosystem announcement.", "social_preview_url": "", "source_provenance": "X.com (kubernetesio)", "suggested_new_category": ""}'); @@ -9707,7 +9707,7 @@ INSERT INTO "resources" VALUES('https://matthewpalmer.net/kubernetes-app-develop INSERT INTO "resources" VALUES('https://mattias.engineer/blog/2024/azure-federated-credentials-github','mattias.engineer: Azure Federated Identity Credentials for GitHub','','2024',0,'Explains how to implement OIDC (OpenID Connect) federated identity credentials between GitHub Actions and Microsoft Azure. Eliminates the critical security risk of long-lived corporate service principal credentials by relying on cryptographically short-lived runtime tokens.','YAML','Blog','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["CI/CD Pipeline", "Security & Compliance", "Access Control"]','["[COMMUNITY-TOOL]"]','[]','["azure.md", "git.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://mattias.engineer/blog/2024/terraform-professional-chapter-2','Teaser: Chapter 2 of Terraform Authoring and Operations Professional Study Guide','','2024',0,'An advanced study guide segment detailing the Terraform Authoring and Operations Professional Certification. Focuses on advanced deployment pipelines, complex state lock paradigms, deep provider configurations, and collaborative enterprise orchestration patterns.','N/A','Guide','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Professional Development", "Certifications", "Terraform Professional"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["terraform.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://mattias.engineer/blog/2024/terraform-variable-cross-validation','mattias.engineer: Terraform Variable Cross Validation','','2024',0,'Outlines progressive methodologies for variable validation block declarations. Discusses cross-variable dependencies and structural validation patterns that ensure dynamic validation constraints are applied before triggering execution phases.','HCL','Technical Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure as Code", "Terraform", "Validation & Testing"]','["[COMMUNITY-TOOL]"]','[]','["terraform.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://mattias.engineer/blog/2025/azure-ipam-with-terraform','Manage Azure IPAM with Terraform','','2025',0,'A comprehensive guide to automating Azure IP Address Management (IPAM) using Terraform. It outlines strategies for programmatic subnet delegation, non-overlapping address space allocation, and enterprise-wide IP tracking to prevent resource collision in complex hub-and-spoke virtual architectures.','Terraform','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Infrastructure as Code", "Azure IPAM"]','["[COMMUNITY-TOOL]"]','[]','["terraform.md", "azure.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://mattias.engineer/blog/2025/azure-ipam-with-terraform','Manage Azure IPAM with Terraform','','2025',0,'A comprehensive guide to automating Azure IP Address Management (IPAM) using Terraform. It outlines strategies for programmatic subnet delegation, non-overlapping address space allocation, and enterprise-wide IP tracking to prevent resource collision in complex hub-and-spoke virtual architectures.','Terraform','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Infrastructure as Code", "Azure IPAM"]','["[COMMUNITY-TOOL]"]','[]','["terraform.md", "azure.md", "networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://mattias.engineer/blog/2025/azure-portal-export-terraform','Export Terraform Code from the Azure Portal','','2025',0,'A practical exploration of the Azure Portal''s feature for exporting active cloud resource configurations directly into functional HashiCorp Terraform modules. Decreases setup friction for legacy system migrations.','None','Blog Post','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure as Code", "Terraform", "Export Utility"]','["[LEGACY]"]','[]','["terraform.md", "azure.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://mattias.engineer/courses','==mattias.engineer/courses== π','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','04f2a68aacd8a0e1c3b0fb60576dcc5f05527ab22416223c583a1a46dc41f6f0',100.0,1779030363,1,'2026-05-17T17:06:03.353761+02:00',NULL,NULL,NULL,'[]','[]','[]','[]','{}','{}'); INSERT INTO "resources" VALUES('https://mattias.engineer/courses/kubernetes','mattias.engineer/courses/kubernetes: Certified Kubernetes Application Developer (CKAD)','','2022',0,'A comprehensive, structured online curriculum dedicated to building core competency in Kubernetes application development up to the CKAD level. It presents complex architectural abstractions in clean, modular lessons, emphasizing container runtimes, declarative specifications, and network policies.','English','Course','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Training", "Learning Path", "CKAD"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["kubernetes.md"]','{}','{}'); @@ -11219,7 +11219,7 @@ INSERT INTO "resources" VALUES('https://octopus.com/blog/pulumi-and-aks-with-oct INSERT INTO "resources" VALUES('https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts','codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts ππ','','2021',0,'Resolves the issue of non-rolling updates for Kubernetes ConfigMaps. Leverages Kustomize hash generation alongside Argo CD to trigger rolling updates across associated deployments upon configuration changes.','YAML','Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Platform Engineering", "GitOps & CI-CD", "Configuration Rollouts"]','["[COMMUNITY-TOOL]"]','[]','["demos.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://octopus.com/blog/using-helm-with-gitops','codefresh.io: Using Helm with GitOps π','- [medium: Using Helm with GitOps](https://medium.com/containers-101/using-helm-with-gitops-555443340369)','2021',0,'Analyzes the synergies and friction points of matching the declarative GitOps model with Helm''s transactional release engine. Recommends strategies for separating configuration definitions from package logic.','English','Article','Intermediate',1,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Native", "Continuous Delivery", "GitOps", "Helm Integration"]','["[COMMUNITY-TOOL]"]','[]','["helm.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://octopus.com/codefresh','Codefresh','','2026',0,'An enterprise GitOps and progressive delivery platform built entirely on Argo CD and Argo Rollouts (acquired by Octopus Deploy). Provides centralized, multi-cluster deployment visibility, automated release analytics, and advanced deployment strategies (Canary, Blue/Green) within Kubernetes topologies.','Go','Platform','High',1,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Delivery", "GitOps", "ArgoCD Enterprise"]','["[COMMUNITY-TOOL]"]','[]','["jenkins-alternatives.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://octopus.com/devops','codefresh.io: Using a Kanban board to manage and promote Helm Releases π','','2022',4,'Analyzes the application of visual Kanban paradigms to Kubernetes deployment pipelines, specifically managing and promoting Helm releases across environments. Contrasts traditional CI/CD promotion techniques with visual value stream modeling, demonstrating how platform teams can reduce deployment friction and coordinate microservice boundaries with clear board transitions.','en','Technical Blog','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Platform Engineering", "GitOps", "Helm Lifecycle Management"]','["[ENTERPRISE-STABLE]"]','[]','["gitops.md", "helm.md", "kubernetes-based-devel.md", "project-management-methodology.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://octopus.com/devops','codefresh.io: Using a Kanban board to manage and promote Helm Releases π','','2022',4,'Analyzes the application of visual Kanban paradigms to Kubernetes deployment pipelines, specifically managing and promoting Helm releases across environments. Contrasts traditional CI/CD promotion techniques with visual value stream modeling, demonstrating how platform teams can reduce deployment friction and coordinate microservice boundaries with clear board transitions.','en','Technical Blog','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Platform Engineering", "GitOps", "Helm Lifecycle Management"]','["[ENTERPRISE-STABLE]"]','[]','["gitops.md", "helm.md", "kubernetes-based-devel.md", "project-management-methodology.md", "scaffolding.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://octopus.com/devops/gitops','codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane and Argo CD','','2022',0,'A strategic evaluation of GitOps workflows and state-reconciliation mechanisms for infrastructure and applications. By contrasting push vs. pull GitOps pipelines (e.g., using Argo CD or Octopus Deploy with Crossplane), the guide highlights methods for treating Kubernetes as the source of truth for all environment mutations.','Agnostic','Guide','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["GitOps & CI/CD", "GitOps", "Methodologies"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["crossplane.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://octopus.com/docs/deployments/patterns/deployment-process-as-code','octopus.com: Deployment process as code','','2026',0,'An operational guide focusing on Octopus Deploy''s configuration-as-code pattern. Explains how release steps, parameters, and variable definitions are described natively in Git repositories using Octopus Configuration Language (OCL).','English','Documentation','Medium',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Delivery", "Release Orchestration", "Enterprise Deployment"]','["[COMMUNITY-TOOL]"]','[]','["jenkins-alternatives.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://odedia.org/production-considerations-for-spring-on-kubernetes','==odedia.org: Production Considerations for Spring on Kubernetes== πππ','','N/A',0,'A curated technical resource and architectural guide covering ==odedia.org: Production Considerations for Spring on Kubernetes== πππ in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779031230,0,'2026-05-17T17:20:30.783318+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/java_frameworks.md"]','["java_frameworks.md"]','{}','{}'); @@ -11776,7 +11776,7 @@ INSERT INTO "resources" VALUES('https://pkg.go.dev/k8s.io/client-go','pkg.go.dev INSERT INTO "resources" VALUES('https://pkg.go.dev/knative.dev/security-guard','pkg.go.dev/knative.dev/security-guard','','2025',0,'Security Guard is a modular system built to monitor Knative serverless runtimes. It maps execution baselines (such as memory patterns, shell accesses, and network footprints) to identify anomalies in real time. This security layer ensures that transient, short-lived serverless applications remain protected without introducing significant cold-start delays.','Go','Library','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Security", "Serverless Security", "Knative Security Guard"]','["[COMMUNITY-TOOL]"]','[]','["devsecops.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://planetscale.com/docs/vitess/best-practices','docs.planetscale.com: The PlanetScale workflow π','','2021',0,'Documentation outlining the schema migration workflow in PlanetScale, powered by Vitess. Introduces non-blocking schema changes and deployment branches, enabling developers to modify production databases without locking tables or causing downtime.','Markdown','Documentation','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Database Architecture", "Cloud Native Databases", "Vitess"]','["[COMMUNITY-TOOL]"]','[]','["liquibase.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://plantuml.com','PlantUML','','2026',5,'An open-source, industry-standard tool allowing engineers to generate architecture, sequence, and component diagrams from simple, human-readable markdown-like text. Extremely useful for maintaining documentation alongside code.','Java','Tool','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Architecture & Design", "Diagrams-as-Code", "Markup Tool"]','["[DE FACTO STANDARD]"]','[]','["cloud-arch-diagrams.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces','Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem','','2019',0,'Illustrates a full CD pipeline design combining Jenkins automation pipelines, Sonatype Nexus artifact caching, and the Cloudogu developer platform ecosystem. It discusses how to decouple build outputs, secure package verification, and trigger orchestrations. It demonstrates how standardizing on artifact-centric builds minimizes drift in multi-environment configurations.','N/A','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["CI/CD Pipeline", "Automation Ecosystems", "Jenkins & Nexus"]','["[COMMUNITY-TOOL]"]','[]','["demos.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces','Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem','','2019',0,'Illustrates a full CD pipeline design combining Jenkins automation pipelines, Sonatype Nexus artifact caching, and the Cloudogu developer platform ecosystem. It discusses how to decouple build outputs, secure package verification, and trigger orchestrations. It demonstrates how standardizing on artifact-centric builds minimizes drift in multi-environment configurations.','N/A','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["CI/CD Pipeline", "Automation Ecosystems", "Jenkins & Nexus"]','["[COMMUNITY-TOOL]"]','[]','["demos.md", "registries.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://platform.cloudogu.com/en/blog/gitops-tools','cloudogu.com: Automation Assistants: GitOps tools in comparison π','','2021',0,'An in-depth automation analysis evaluating standard GitOps operators. Discusses the trade-offs of security policies, installation overheads, multi-cluster scaling behaviors, and synchronization performance across production platform environments.','English','Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Continuous Delivery", "GitOps", "Tool Comparison"]','["[COMMUNITY-TOOL]"]','[]','["gitops.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://platform.cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example','cloudogu.com: Kubernetes least privilege implementation using the Google Cloud as an axample','','2022',0,'A comprehensive walkthrough demonstrating how to enforce the Principle of Least Privilege. Combines GCP IAM roles and Kubernetes RBAC configuration to lock down namespaces and cluster resources.','English','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Security", "Identity & Access Control", "Least Privilege"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://platform.qa.com/login','cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment From Release?','','2020',1,'Architectural analysis of separating physical code deployment from logical user release. Examines the use of feature flag systems and proxy-level traffic management to perform risk-free production promotions.','N/A','Article','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["DevOps", "Continuous Delivery", "Release Strategies"]','["[COMMUNITY-TOOL]"]','[]','["devops.md", "aws.md"]','{}','{}'); @@ -11977,7 +11977,7 @@ INSERT INTO "resources" VALUES('https://pub.towardsai.net/python-zero-to-hero-wi INSERT INTO "resources" VALUES('https://pub.towardsai.net/software-engineering-baa4e7a8015c','pub.towardsai.net: Deep Dive into Event-Driven architecture | Gul Ershad','','N/A',0,'A curated technical resource and architectural guide covering pub.towardsai.net: Deep Dive into Event-Driven architecture | Gul Ershad in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779030011,0,'2026-05-17T17:00:11.705157+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/message-queue.md"]','["message-queue.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://pub.towardsai.net/step-by-step-design-of-enhanced-entity-relationship-eer-in-mysql-1e0f8b9fe5d4','pub.towardsai.net: Step-by-Step Design of Enhanced Entity-Relationship (EER)'' in MySQL','','N/A',0,'A curated technical resource and architectural guide covering pub.towardsai.net: Step-by-Step Design of Enhanced Entity-Relationship (EER)'' in MySQL in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779033764,0,'2026-05-17T18:02:44.965641+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/databases.md"]','["databases.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://pub.towardsai.net/why-map-filter-and-reduce-functions-are-so-famous-4c8e42fd0755','pub.towardsai.net: Why Map(), Filter() And Reduce() Functions are so Famous?','','N/A',0,'A curated technical resource and architectural guide covering pub.towardsai.net: Why Map(), Filter() And Reduce() Functions are so Famous? in the Kubernetes Tools ecosystem.','English','Reference','Intermediate',0,NULL,'manual','N/A',100.0,1779032095,0,'2026-05-17T17:34:55.037879+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/python.md"]','["python.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://publicapis.io','Public APIs Directory','','2026',0,'A comprehensive index of public, developer-friendly APIs categorized by domain (e.g., weather, auth, finance). Serving as a core design-discovery tool, it enables engineers to rapidly find mock data, integration targets, and third-party solutions for prototyping.','English','Directory','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Engineering", "API Integration", "Public Directories"]','["[COMMUNITY-TOOL]"]','[]','["api.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://publicapis.io','Public APIs Directory','','2026',0,'A comprehensive index of public, developer-friendly APIs categorized by domain (e.g., weather, auth, finance). Serving as a core design-discovery tool, it enables engineers to rapidly find mock data, integration targets, and third-party solutions for prototyping.','English','Directory','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Software Engineering", "API Integration", "Public Directories"]','["[COMMUNITY-TOOL]"]','[]','["api.md", "developerportals.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://publications.opengroup.org',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','7e186dade51304ec7495f7314cd362084e08a74f97b9896f41c781ea9a8816e8',100.0,1779032017,0,'2026-05-17T17:33:37.526668+02:00',NULL,NULL,NULL,'[]','[]','[]','[]','{}','{}'); INSERT INTO "resources" VALUES('https://pulpproject.org','pulpproject.org','','2010',4,'An enterprise-grade repository platform designed to host, manage, and distribute software packages and container images. Pulp supports multiple content formats (RPM, Python, Debian). Live Grounding establishes Pulp as a central piece of software supply chain security.','Python','Tool','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2010-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure & Operations", "Software Distribution", "Package Management"]','["[ENTERPRISE-STABLE]"]','[]','["linux.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://pulsar.apache.org','Apache Pulsar','','2026',4,'Apache Pulsar is a highly scalable distributed messaging platform utilizing a multi-layered design that isolates broker-level computation from BookKeeper-backed storage nodes. This architecture enables independent cluster scaling, seamless multi-tenancy, and advanced geo-replication features out of the box.','Java','Streaming Platform','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure", "Data Streaming", "Next-Gen Event Brokers", "Pulsar"]','["[ENTERPRISE-STABLE]"]','[]','["message-queue.md"]','{}','{}'); @@ -12039,7 +12039,7 @@ INSERT INTO "resources" VALUES('https://quarkus.io/blog/decathlon-user-story','q INSERT INTO "resources" VALUES('https://quarkus.io/blog/march-of-ides','quarkus.io: Quarkus support in IDE''s','','2020',3,'Announcement outlining the deep integration of Quarkus tooling inside prominent IDEs (VS Code, IntelliJ IDEA, and Eclipse). Highlighted features include YAML autocomplete, active configuration hints, and seamless dev-mode execution within the editor window. This ecosystem maturation significantly boosted corporate adoption by providing parity with established IDE-supported frameworks.','Java','Blog','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Java Cloud Native", "Quarkus", "Developer Experience"]','["[COMMUNITY-TOOL]"]','[]','["java_frameworks.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://quarkus.io/blog/quarkus-for-spring-developers','quarkus.io: Quarkus for Spring Developers','','2020',4,'A strategic blog aimed at easing the migration path for developers transitioning from Spring Boot to Quarkus. It demonstrates how Quarkus supports Spring extension APIs (such as Spring DI, Web, and Data JPA) to lower the cognitive barrier. It proves that developers can retain Spring APIs while benefiting from Quarkus''s exceptional performance and native compilation.','Java','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Java Cloud Native", "Quarkus", "Migration"]','["[ENTERPRISE-STABLE]"]','[]','["java_frameworks.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://quarkus.io/guides/dev-ui','Quarkus - Dev UI π','','2025',4,'Detailed documentation of Quarkus''s built-in Dev UI console, accessible locally during runtime dev mode. It permits developers to visualize configured properties, inspect active extensions, inspect database logs, and trigger custom events from a web browser interface. Architecturally, it streamlines internal-loop operations and minimizes standard context switching during active development.','Java','Documentation','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Java Cloud Native", "Quarkus", "Developer Experience"]','["[ENTERPRISE-STABLE]"]','[]','["java_frameworks.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://quay.io','Quay.io','','2026',0,'Quay.io is Red Hat''s enterprise-grade hosting platform for container images, offering advanced security and vulnerability scanning. It provides built-in support for fine-grained access control, geographic replication, and integration with external identity providers. Quay serves as a critical infrastructure backbone for secure container image distribution across large scale cluster topologies.','N/A','Tool','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure Security", "Container Registries", "Quay"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://quay.io','Quay.io','','2026',0,'Quay.io is Red Hat''s enterprise-grade hosting platform for container images, offering advanced security and vulnerability scanning. It provides built-in support for fine-grained access control, geographic replication, and integration with external identity providers. Quay serves as a critical infrastructure backbone for secure container image distribution across large scale cluster topologies.','N/A','Tool','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure Security", "Container Registries", "Quay"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md", "registries.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://quickref.me/index.html','QuickRef.ME - Quick Reference Cheat Sheets','','2025',4,'QuickRef.ME offers highly organized cheat sheets covering major programming languages, CLI utilities, databases, and platform architectures. It serves as a rapid reference dashboard that reduces lookup overhead during continuous programming cycles.','N/A','Reference Portal','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Developer Tooling", "Developer Knowledge", "Cheat Sheets"]','["[ENTERPRISE-STABLE]"]','[]','["cheatsheets.md", "kubernetes-tools.md", "devops-tools.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://qvault.io/2020/10/26/how-to-restart-all-pods-in-a-kubernetes-namespace','qvault.io: How to Restart All Pods in a Kubernetes Namespace','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','f06df5f3ed70bf23bd559be1a007e58cfd18bb3b7c4b07c3b319f33aa0fb5b50',100.0,1779034482,0,'2026-05-17T18:14:42.981529+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes.md"]','[]','{}','{"duplicate_of": "https://www.boot.dev"}'); INSERT INTO "resources" VALUES('https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet','raesene.github.io: Let''s talk about Kubernetes on the Internet','','2022',0,'An urgent analytical overview assessing why many Kubernetes API control planes remain directly visible on the public internet. Discusses host-level firewall configurations, securing the Kubelet interface, and utilizing private API cluster features in major cloud providers. Emphasizes basic perimeter hygiene.','English','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Security", "Network Security", "Internet Exposure"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes-security.md"]','{}','{}'); @@ -12088,7 +12088,7 @@ INSERT INTO "resources" VALUES('https://rancher.com/docs/rancher/v2.x/en/logging INSERT INTO "resources" VALUES('https://rancher.com/products/rke','**Rancher 2 RKE**','','N/A',0,NULL,NULL,NULL,NULL,0,'online','manual','4bc099a7e3a3a6bc7318f48fdac359efe539e1784990f41428f2568bb961c769',100.0,1779032791,0,'2026-05-17T17:46:31.097956+02:00',NULL,NULL,NULL,'[]','[]','["docs/matrix-table.md", "docs/rancher.md"]','[]','{}','{}'); INSERT INTO "resources" VALUES('https://rancher.com/three-pillars-kubernetes-container-orchestration','rancher.com: The Three Pillars of Kubernetes Container Orchestration π','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','bfb649c5579100abb75dc6a432be9afe5cfdab8ddda4632a8be044161201a064',100.0,1779034222,0,'2026-05-17T18:10:22.525302+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes.md"]','[]','{}','{"duplicate_of": "https://www.suse.com/c/rancher_blog/the-three-pillars-of-kubernetes-container-orchestration"}'); INSERT INTO "resources" VALUES('https://rancherdesktop.io','rancherdesktop.io','','2026',4,'An open-source desktop application bringing Kubernetes and container management to macOS, Windows, and Linux. Built on K3s and nerdctl, it serves as a robust local developer alternative to commercial virtualization solutions.','TypeScript','Tool','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Local Development", "Container Runtimes", "Kubernetes Local"]','["[ENTERPRISE-STABLE]"]','[]','["rancher.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://rapidapi.com','Rapid API:','','2026',0,'A leading enterprise Hub and Gateway solution for API discovery, testing, and monetization. Provides uniform control planes to aggregate heterogeneous upstream microservice APIs, enforce consolidated security policies, and manage global tenant billing workflows.','English','Platform','Intermediate',1,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Architecture", "API Management", "SaaS Platforms"]','["[COMMUNITY-TOOL]"]','[]','["api.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://rapidapi.com','Rapid API:','','2026',0,'A leading enterprise Hub and Gateway solution for API discovery, testing, and monetization. Provides uniform control planes to aggregate heterogeneous upstream microservice APIs, enforce consolidated security policies, and manage global tenant billing workflows.','English','Platform','Intermediate',1,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Architecture", "API Management", "SaaS Platforms"]','["[COMMUNITY-TOOL]"]','[]','["api.md", "developerportals.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference','API Marketplace vs API Gateway (Whatβs the Difference?)','','2022',0,'Clarifies the architectural differences between an API Gateway (acting as a reverse proxy for traffic control, authentication, and routing) and an API Marketplace (providing a discovery platform, billing infrastructure, and developer portal). Helps architects choose correct patterns for internal vs. external exposure.','English','Article','Intermediate',1,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Architecture", "API Management", "Infrastructure Patterns"]','["[COMMUNITY-TOOL]"]','[]','["developerportals.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://rapidapi.com/blog/api-vs-microservices-whats-the-differences',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','N/A',100.0,1779033400,1,'2026-05-17T17:56:40.386107+02:00',NULL,NULL,NULL,'[]','[]','["docs/api.md"]','[]','{}','{}'); INSERT INTO "resources" VALUES('https://rapidapi.com/collection/car-api','rapidapi.com/collection/car-api','','2026',3,'A curated catalog of vehicle-related APIs on the RapidAPI platform. It showcases options for vehicle specifications, license plate lookups, VIN decoding, and telematics APIs, providing a hub for rapidly testing mock automotive payloads.','English','Marketplace Catalog','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2026-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Domain APIs", "Automotive", "API Marketplaces"]','["[COMMUNITY-TOOL]"]','[]','["developerportals.md"]','{}','{}'); @@ -12892,7 +12892,7 @@ INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azurein INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031','techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure as Code (powershell, terraform, etc)','','2024',0,'Explores how AI pair programmers like GitHub Copilot can be leveraged to draft secure and high-quality Infrastructure as Code templates, specializing in Terraform, PowerShell, and ARM templates.','Markdown','Article','Intermediate',0,'online','manual','7c0382d80273703be83a753dbe720ee8fff3b7aaf8337a1bd2ed8c6d74262661',100.0,1779130495,1,'2026-05-18T20:54:55.010270+02:00',NULL,NULL,NULL,'["Development Tools", "AI Assistance", "IaC"]','["[COMMUNITY-TOOL]"]','["docs/visual-studio.md"]','["visual-studio.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azuremigrationblog/containerize-and-migrate-applications-to-aks-with-the-azure-migrate%e2%80%99s-new-app-co/2178551','techcommunity.microsoft.com: Containerize and migrate applications to AKS with the Azure Migrateβs new App Containerization tool','','2021',0,'Introduces Microsoft''s built-in App Containerization tool to streamline migrating legacy ASP.NET and Java web servers into AKS-compatible containerized deployments.','N/A','Product Release','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Providers", "Microsoft AKS", "Migration & Modernization", "App Containerization"]','["[LEGACY]"]','[]','["managed-kubernetes-in-public-cloud.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-landing-zones-with-hashicorp-terraform/3241071','techcommunity.microsoft.com: Implement Azure landing zones with HashiCorp Terraform','','2023',4,'An authoritative technical summary of how to implement Microsoft''s Cloud Adoption Framework (CAF) Landing Zones using Terraform. Explains deep-seated architectural principles, governance models, and scalable networking blueprints aligned with official enterprise standards.','HCL','Documentation','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2023-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Azure", "Landing Zone", "Enterprise Design"]','["[ENTERPRISE-STABLE]"]','[]','["terraform.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161','Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager','','2025',0,'An official exploration of Azure Virtual Network Manager (AVNM) capabilities for coordinating network topologies across distinct enterprise Entra ID tenants. Architects learn how to leverage AVNM to scale governance, enforce global security rules, and simplify cross-tenant hub-and-spoke peerings programmatically.','N/A','Documentation','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Azure Networking", "Multi-Tenant Topology"]','["[COMMUNITY-TOOL]"]','[]','["iac.md", "azure.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161','Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager','','2025',0,'An official exploration of Azure Virtual Network Manager (AVNM) capabilities for coordinating network topologies across distinct enterprise Entra ID tenants. Architects learn how to leverage AVNM to scale governance, enforce global security rules, and simplify cross-tenant hub-and-spoke peerings programmatically.','N/A','Documentation','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Azure Networking", "Multi-Tenant Topology"]','["[COMMUNITY-TOOL]"]','[]','["iac.md", "azure.md", "networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841','Introducing Subnet Peering in Azure','','2025',0,'Introduces the architectural paradigm of Subnet Peering in Azure, bypassing the traditional resource-heavy requirements of full Virtual Network (VNet) peering. This feature allows network engineers to establish direct, localized communication paths between designated subnets, optimizing security boundaries and address space usage.','N/A','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Azure Networking", "Subnet Peering"]','["[COMMUNITY-TOOL]"]','[]','["azure.md", "kubernetes-networking.md", "networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256','Building a DDoS Response Plan with Azure DDoS Protection','','2025',0,'A technical operational playbook on structuring a rapid-response plan using Azure DDoS Protection. It details integration with Azure Firewall, Web Application Firewall (WAF), and automated telemetry routing to mitigate distributed attack vectors while ensuring business continuity for microservice APIs.','N/A','Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2025-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Azure Networking", "Security"]','["[COMMUNITY-TOOL]"]','[]','["azure.md", "kubernetes-security.md", "networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736','techcommunity.microsoft.com: Advanced Network Observability for your Azure Kubernetes Service clusters through Azure Monitor','','2024',4,'Unveiling advanced network observability features for AKS clusters, utilizing eBPF to capture kernel-level network telemetry. It provides deep visibility into pod-to-pod and egress traffic flow, packet drops, DNS resolution latencies, and TCP connection stats. This low-overhead monitoring is essential for debugging transient network issues inside microservices environments.','KQL','Product Blog','Advanced',1,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Native & Kubernetes", "Monitoring & Observability", "Network Observability"]','["[ENTERPRISE-STABLE]"]','[]','["managed-kubernetes-in-public-cloud.md", "azure.md"]','{}','{}'); @@ -17402,7 +17402,7 @@ INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/it-automation-boo INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/it-automation-training','redhat.com: Why IT automation training is a smart way to boost your career','','2024',0,'Curator Insight: Assesses the impact of system automation training on developer career progression. Live Grounding: Validates that skills in Ansible, Terraform, and GitOps are indispensable for systems engineers looking to scale hybrid cloud infrastructures.','en','Article','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["DevOps & Platforms", "Automation", "Professional Development"]','["[COMMUNITY-TOOL]"]','[]','["devops.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/jenkins-pipelines','Simply Explained: OpenShift and Jenkins Pipelines','','2017',0,'An explanatory article outlining the core architectural concepts of continuous integration pipelines inside enterprise containers. Focuses on orchestrating builds, scaling execution agents dynamically, and promoting stable application rollouts.','None','Blog','Beginner',1,'online','manual',NULL,NULL,NULL,0,'2017-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Platform Architecture", "CI/CD", "Jenkins Pipelines"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["openshift-pipelines.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature','opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity of Kubernetes Resources with Signature','','2020',0,'Evaluates the Kubernetes Integrity Shield technology preview, enabling signature-based verification of cluster manifests. Restricts rogue manifest updates and unauthorized resource mutations at admission-time.','Go','Article','Advanced',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Security & Governance", "Platform Security", "Resource Integrity"]','["[COMMUNITY-TOOL]"]','[]','["demos.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds','openshift.com: Keep Your Applications Secure With Automatic Rebuilds','','2020',0,'Detailed technical guide illustrating how to configure OpenShift''s image change triggers and ImageStreams to drive automatic rebuilds of downstream containers when upstream base images update or fix security issues. This methodology tightens SecOps loops, ensuring immediate mitigation of CVEs. It integrates container registry security alerts directly with native cluster build systems.','N/A','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["CI/CD Pipeline", "SecOps", "Automated Builds"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds','openshift.com: Keep Your Applications Secure With Automatic Rebuilds','','2020',0,'Detailed technical guide illustrating how to configure OpenShift''s image change triggers and ImageStreams to drive automatic rebuilds of downstream containers when upstream base images update or fix security issues. This methodology tightens SecOps loops, ensuring immediate mitigation of CVEs. It integrates container registry security alerts directly with native cluster build systems.','N/A','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["CI/CD Pipeline", "SecOps", "Automated Builds"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md", "registries.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features','openshift.com: Kubernetes 1.21 Grows Innovative New Features','','2021',0,'Curator Insight presents Red Hat''s analysis of 1.21 features. Live grounding in 2026 reviews this for enterprise adaptation paths, specifically outlining how OpenShift clients prepared for eventual PSP deprecations.','English','Article','Medium',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Kubernetes Core", "Release Lifecycle", "v1.21"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes-releases.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/kubernetes-basics-sysadmins','redhat.com: Kubernetes basics for sysadmins','','2021',3,'Examines Kubernetes through the lens of bare-metal and VM sysadmins. Contextualizes namespaces, control groups (cgroups), and network namespaces against traditional Linux system administration paradigms.','English','Article','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2021-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Operations", "System Administration", "Fundamentals"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/kubernetes-cluster-laptop','redhat.com: How to run a Kubernetes cluster on your laptop π','','2020',0,'An analytical guide reviewing options for running Kubernetes clusters locally on laptops. The resource compares Kind, Minikube, and CodeReady Containers (OpenShift Local) based on system overhead, target APIs, developer workflows, and system constraints.','English','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2020-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Platforms", "Local Development", "Kubernetes Local"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md"]','{}','{}'); @@ -17488,7 +17488,7 @@ INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/recursive-vim-mac INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/red-hat-automation-glossary','redhat.com: Red Hat automation glossary π','','2022',0,'Provides a comprehensive terminology reference mapping modern DevOps, configuration management, and automation jargon. Offers clear, enterprise-aligned definitions for terms like CI/CD, IaC, GitOps, and orchestration engines.','English','Reference','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2022-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Automation", "Glossary"]','["[COMMUNITY-TOOL]"]','[]','["devops.md", "introduction.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators','cloud.redhat.com: Red Hat Container Community of Practice Operators','','2024',0,'A curated reference of operations practices created by Red Hat''s Container Community of Practice. Discusses deployment methods, multi-tenant isolation operators, and configuration frameworks built to manage complex setups.','N/A','Blog','Intermediate',0,'online','manual',NULL,NULL,NULL,0,'2024-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Extensibility & Development", "Guides & Best Practices", "Enterprise Patterns"]','["[COMMUNITY-TOOL]"]','[]','["kubernetes-operators-controllers.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus','redhat.com: Red Hat drives future of Java with cloud-native, container-first Quarkus','','2019',4,'Press release declaring Red Hat''s long-term backing and continuous commitment to the Quarkus runtime environment. Architecturally, it positions Quarkus as Red Hat''s premier stack for cloud-native, high-density, serverless architectures on OpenShift and Kubernetes. This institutional support has cemented Quarkus''s legitimacy across the financial and enterprise services landscape.','Java','Article','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Java Cloud Native", "Quarkus", "Industry Impact"]','["[ENTERPRISE-STABLE]"]','[]','["java_frameworks.md"]','{}','{}'); -INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry','Red Hat Introduces open source Project Quay container registry','','2019',0,'Official press release detailing Red Hat''s open-sourcing of Project Quay, the upstream foundation of Red Hat Quay. This transition opened up the registry engine, vulnerability scanner (Clair), and helper tools to public collaborative development. It established Project Quay as a fully open, scalable option for global container storage and scanning.','N/A','Blog','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure Security", "Container Registries", "Project Quay"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md"]','{}','{}'); +INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry','Red Hat Introduces open source Project Quay container registry','','2019',0,'Official press release detailing Red Hat''s open-sourcing of Project Quay, the upstream foundation of Red Hat Quay. This transition opened up the registry engine, vulnerability scanner (Clair), and helper tools to public collaborative development. It established Project Quay as a fully open, scalable option for global container storage and scanning.','N/A','Blog','Beginner',0,'online','manual',NULL,NULL,NULL,0,'2019-06-01T00:00:00+02:00',NULL,NULL,NULL,'["Infrastructure Security", "Container Registries", "Project Quay"]','["[COMMUNITY-TOOL]"]','[]','["ocp4.md", "registries.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available','openshift.com: Red Hat OpenShift 4.7 Is Now Available','- Kubernetes 1.20 - Updated OpenShift Virtualization - Virtualization Migrations @@ -19408,7 +19408,7 @@ INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/kubernetes-federa INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/full-cluster-part-2-protecting-nodes','blog.openshift.com/full-cluster-part-2-protecting-nodes','','2019',3,'Curator Insight focuses on securing host resources from rogue applications. Live Grounding details eviction thresholds, pod limits, and system-reserved configuration paths inside OpenShift clusters. Vital for maintaining node reliability.','English','Blog Post','Advanced',0,'online','manual',NULL,NULL,1781736114,0,'2026-06-18T00:41:54.300814+02:00',NULL,NULL,NULL,'["Kubernetes Cluster Operations", "Resource Management", "OpenShift"]','["[COMMUNITY-TOOL]"]','[]','["ocp3.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://www.redhat.com/en/blog/is-it-too-late-to-integrate-gitops','blog.openshift.com/: is it too late to integrate GitOps?','','2021',3,'Curator Insight maps the path for legacy environments migrating to continuous sync models. Live Grounding reviews incremental conversion blueprints to safe declarative setups under OpenShift. It acts as an advisory piece for migration architects.','English','Blog Post','Intermediate',0,'online','manual',NULL,NULL,1781736114,0,'2026-06-18T00:41:54.674914+02:00',NULL,NULL,NULL,'["CI-CD", "GitOps", "Migration Strategies"]','["[LEGACY]"]','[]','["ocp3.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://labs.iximiuz.com/tutorials/container-networking-from-scratch','iximiuz.com: Container Networking Is Simple! π','- How to virtualize network resources to make containers think each of them has a dedicated network stack? - - How to reach the outside world (e.g. the Internet) from inside the container?','2023',0,'This comprehensive deep-dive tutorial demonstrates how container networking is constructed from scratch using native Linux namespaces, veth pairs, and bridge devices. It walks through creating isolated environments step-by-step and configuring IP routing and NAT to route outbound and inbound traffic safely.','Bash','Tutorial','Advanced',0,'online','manual',NULL,NULL,1781430110,0,'2026-06-14T11:41:50.785592+02:00',NULL,NULL,NULL,'["Containers", "Networking", "Deep Dive"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["docker.md"]','{}','{}'); + - How to reach the outside world (e.g. the Internet) from inside the container?','2023',0,'This comprehensive deep-dive tutorial demonstrates how container networking is constructed from scratch using native Linux namespaces, veth pairs, and bridge devices. It walks through creating isolated environments step-by-step and configuring IP routing and NAT to route outbound and inbound traffic safely.','Bash','Tutorial','Advanced',0,'online','manual',NULL,NULL,1781430110,0,'2026-06-14T11:41:50.785592+02:00',NULL,NULL,NULL,'["Containers", "Networking", "Deep Dive"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','[]','["docker.md", "networking.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://nubenetes.com/kubernetes-alternatives','Docker Swarm','','2024',0,'Analyzes Docker Swarm as a simple container orchestration alternative to Kubernetes. Evaluates its built-in overlay network routing mesh and single-node setup advantages, noting that its enterprise adoption has decreased in favor of Kubernetes-native environments.','Go','Tool','Intermediate',1,'duplicate','manual',NULL,NULL,1781430121,0,'2026-06-14T11:42:01.458410+02:00',NULL,NULL,NULL,'["Orchestration", "Container Engines", "Docker Swarm"]','["[COMMUNITY-TOOL]"]','[]','["docker.md"]','{}','{"duplicate_of": "https://docs.docker.com/engine/swarm"}'); INSERT INTO "resources" VALUES('https://www.redhat.com/es/blog','redhat.com: OpenShift Backup and Recovery with Kasten K10','','2024',4,'A technical guide on integrating Veeam''s Kasten K10 platform with Red Hat OpenShift. Demonstrates policy-based automation for backup, disaster recovery, and mobility across multi-tenant clusters while ensuring encrypted volume snapshots.','Spanish','Article','Advanced',0,'online','manual',NULL,NULL,1781430121,0,'2026-06-14T11:42:01.494889+02:00',NULL,NULL,NULL,'["Hybrid Cloud & Enterprise", "OpenShift", "Data Management"]','["[ENTERPRISE-STABLE]"]','[]','["kubernetes-backup-migrations.md", "ansible.md"]','{}','{}'); INSERT INTO "resources" VALUES('https://docs.docker.com/build','buildkit','','2026',5,'Docker''s next-generation container image building engine, designed to replace the legacy builder. It introduces high-performance features including concurrent stage execution, efficient caching via import/export, and secret-mounting without leaving traces in image history.','Go','Tool','Intermediate',0,'online','manual',NULL,NULL,1781430121,0,'2026-06-14T11:42:01.529723+02:00',NULL,NULL,NULL,'["Containers & Orchestration", "Container Builds", "Docker BuildKit"]','["[DE FACTO STANDARD]", "[LEGACY]"]','[]','["docker.md"]','{}','{}'); diff --git a/data/inventory.yaml b/data/inventory.yaml index 7dccc9af..af0eb782 100644 --- a/data/inventory.yaml +++ b/data/inventory.yaml @@ -14883,6 +14883,7 @@ https://aws-quickstart.github.io/quickstart-eks-rancher: v2_locations: - rancher.md - aws-containers.md + - aws.md youtube_mosaic: {} https://aws.amazon.com: title: AWS OpsWorks @@ -27539,6 +27540,7 @@ https://aws.amazon.com/devops: - jenkins-alternatives.md - aws-devops.md - devops.md + - aws.md youtube_mosaic: {} https://aws.amazon.com/devops-guru: title: Amazon DevOps Guru @@ -72746,6 +72748,7 @@ https://claude101.com: v2_locations: - ai.md - chatgpt.md + - developerportals.md youtube_mosaic: {} https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context: title: '==clavinjune.dev: Working With Remote Docker Using Docker Context==' @@ -81327,6 +81330,7 @@ https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-be v1_locations: [] v2_locations: - ocp4.md + - registries.md youtube_mosaic: {} https://cloudpak8s.io: title: 'IBM Cloud Pak Playbook: cloudpak8s.io' @@ -291364,6 +291368,7 @@ https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy: v2_locations: - kubernetes-networking.md - kubernetes-tools.md + - networking.md youtube_mosaic: {} https://kubernetes.io/blog/2026/05/15/ccm-new-metric-route-sync-total: title: 'Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager' @@ -314655,6 +314660,7 @@ https://mattias.engineer/blog/2025/azure-ipam-with-terraform: v2_locations: - terraform.md - azure.md + - networking.md youtube_mosaic: {} https://mattias.engineer/blog/2025/azure-portal-export-terraform: title: Export Terraform Code from the Azure Portal @@ -363198,6 +363204,7 @@ https://octopus.com/devops: - helm.md - kubernetes-based-devel.md - project-management-methodology.md + - scaffolding.md youtube_mosaic: {} https://octopus.com/devops/gitops: title: 'codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane @@ -377949,6 +377956,7 @@ https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: v1_locations: [] v2_locations: - demos.md + - registries.md youtube_mosaic: {} https://platform.cloudogu.com/en/blog/gitops-tools: title: "cloudogu.com: Automation Assistants: GitOps tools in comparison \U0001F31F" @@ -384240,6 +384248,7 @@ https://publicapis.io: v1_locations: [] v2_locations: - api.md + - developerportals.md youtube_mosaic: {} https://publications.opengroup.org: title: null @@ -386215,6 +386224,7 @@ https://quay.io: v1_locations: [] v2_locations: - ocp4.md + - registries.md youtube_mosaic: {} https://quickref.me/index.html: title: QuickRef.ME - Quick Reference Cheat Sheets @@ -387631,6 +387641,7 @@ https://rapidapi.com: v1_locations: [] v2_locations: - api.md + - developerportals.md youtube_mosaic: {} https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference: title: API Marketplace vs API Gateway (Whatβs the Difference?) @@ -411953,6 +411964,7 @@ https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-land v2_locations: - iac.md - azure.md + - networking.md youtube_mosaic: {} https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841: title: Introducing Subnet Peering in Azure @@ -549409,6 +549421,7 @@ https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebu v1_locations: [] v2_locations: - ocp4.md + - registries.md youtube_mosaic: {} https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features: title: 'openshift.com: Kubernetes 1.21 Grows Innovative New Features' @@ -552078,6 +552091,7 @@ https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-conta v1_locations: [] v2_locations: - ocp4.md + - registries.md youtube_mosaic: {} https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available: title: 'openshift.com: Red Hat OpenShift 4.7 Is Now Available' @@ -610425,6 +610439,7 @@ https://labs.iximiuz.com/tutorials/container-networking-from-scratch: v1_locations: [] v2_locations: - docker.md + - networking.md youtube_mosaic: {} https://nubenetes.com/kubernetes-alternatives: title: Docker Swarm diff --git a/v2-docs/ChromeDevTools.md b/v2-docs/ChromeDevTools.md index 8d11b5e0..076909fb 100644 --- a/v2-docs/ChromeDevTools.md +++ b/v2-docs/ChromeDevTools.md @@ -24,7 +24,7 @@ description: "Curated, AI-ranked Chromedevtools resources for the 2026 Cloud Nat - **(2021)** [digitalocean.com: How To Debug Node.js with the Built-In Debugger and Chrome DevTools](https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-built-in-debugger-and-chrome-devtools) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β A comprehensive tutorial on attaching Chrome DevTools directly to Node.js backend processes. Step-by-step guidance on setting execution break points, inspecting call stacks, and detecting memory leaks. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [API](./api.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/GoogleCloudPlatform.md b/v2-docs/GoogleCloudPlatform.md index 3ccc4dd6..c78b3524 100644 --- a/v2-docs/GoogleCloudPlatform.md +++ b/v2-docs/GoogleCloudPlatform.md @@ -16,6 +16,13 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### Command-line Tools - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) β 2853 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. +## AI Engineering + +### Agentic Frameworks + +#### Google Cloud + + - **(2025)** [Level Up Your Agents: Announcing Google's Official Skills Repository](https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository) [PYTHON CONTENT] [COMMUNITY-TOOL] β Google Cloud's announcement of its official skills repository designed for AI agents. This resource provides ready-made functions, connectors, and tools that can be bound to Gemini-powered agents, enabling them to query enterprise databases, execute administrative tasks, and integrate with standard GCP APIs with strict security guarantees. ## Application Development ### API Management @@ -96,12 +103,18 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat - **(2026)** [New Cloud Shell Editor: Get your first cloud-native app running in minutes](https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor) [COMMUNITY-TOOL] β Introduces GCP's modernized web-based IDE powered by Eclipse Theia. It provides a preconfigured container workspace, dynamic terminal access, and direct integration with local source controls. ### GCP Ecosystem +#### CICD + + - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [YAML CONTENT] [COMMUNITY-TOOL] β Google Cloud's serverless continuous integration and continuous delivery platform, enabling high-performance builds across multiple languages. The curator highlights its deep integration with GKE and secure Docker artifact pipelines. Live telemetry confirms that Cloud Build is highly effective for cost-sensitive scaling operations due to its pay-as-you-go billing model. #### DevOps Frameworks - **(2026)** [cloud.google.com: DevOps](https://cloud.google.com/devops) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Google Cloud's primary DevOps hub, anchoring its research around DORA (DevOps Research and Assessment) and native cloud capabilities like Cloud Build and GKE. Curator reviews emphasize high-velocity software delivery architectures. Modern GCP engineering patterns rely on these principles to deploy secure, distributed, and containerized architectures on Google Cloud Platform. #### Developer Tools - **(2026)** [Cloud Developer Tools](https://cloud.google.com/products/tools) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β A comprehensive directory of Google Cloud developer tools, spanning Cloud Shell, Artifact Registry, and Cloud Code extensions. The curator highlights its streamline-driven integration with local IDE environments. Live platform development metrics show these tools dramatically reduce local setup time for developers building serverless applications or microservices targeted at GCP. +#### IDE Integrations + + - **(2025)** [Google Cloud Code](https://cloud.google.com/code) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β A powerful suite of IDE plugins (VS Code, IntelliJ) designed to accelerate development of cloud-native systems on GCP. Curator highlights focus on debugging Kubernetes clusters directly from local workstations. Live engineering teams use Cloud Code to minimize the gap between local code changes and GCP deployment environments, driving faster development feedback loops. ### Google Cloud Platform (1) #### Product Catalog @@ -114,7 +127,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat - **(2026)** [thenewstack.io: Configuring the Google Cloud Platform for High Availability](https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β Architectural playbook on designing high-availability systems on GCP, describing regional failovers, managed instance groups, cloud load balancing strategies, and automated scaling policies. ### Microservices -#### Google Cloud +#### Google Cloud (1) - **(2026)** [cloud.google.com: Microservices architecture on Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β Architect's blueprint for designing, deploying, and managing microservices topologies on GCP using GKE, Cloud Run, API gateways, Cloud SQL, and service mesh frameworks like Anthos Service Mesh. ### Networking @@ -135,7 +148,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### Analysis - **(2026)** [kinsta.com: Top 7 Advantages of Choosing Google Cloud Hosting](https://kinsta.com/blog/cloud-platform-for-developers) [COMMUNITY-TOOL] β Details key structural advantages of hosting sites and microservices on GCP, highlighting performance perks, live VM migration capabilities, cost-effective pricing models, and private global networks. -#### Google Cloud (1) +#### Google Cloud (2) - **(2026)** [cloud.google.com](https://cloud.google.com) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Google Cloud Platform (GCP) official portal. It features premium tier global networking, fully managed Kubernetes engines (GKE), advanced analytical and machine learning toolsets, and highly scalable data storage. #### Reference Sheets @@ -188,16 +201,23 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### GCP Translation - **(2026)** [cloud.google.com: Compare AWS and Azure services to Google Cloud](https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison) [COMMUNITY-TOOL] β Google Cloud's official engineering guide to translating AWS and Azure infrastructure paradigms into GCP equivalents. It describes VPC networks, database engines, and container services. Live grounding establishes its role as the industry-standard translation manual for cross-cloud architects. -## Containers and Orchestration +## Cluster Management ### Gitops +#### Config Sync + + - **(2025)** [Config Sync](https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Config Sync is Google Cloud's GitOps-native configuration engine optimized for Anthos and GKE clusters. It securely syncs cluster state configurations and namespace boundaries directly from trusted Git, OCI, or Helm registries with continuous validation. +## Containers and Orchestration + +### Gitops (1) + #### Config Connector - **(2020)** [==github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector==](https://github.com/GoogleCloudPlatform/k8s-config-connector) β 1042 [GO CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Config Connector is a Kubernetes Custom Resource Definition (CRD) controller that allows operators to manage Google Cloud resources natively as if they were standard Kubernetes objects. It bridges GitOps configurations with physical cloud infrastructure provisioning. ## DevOps and Delivery -### CICD +### CICD (1) #### Containerization @@ -231,7 +251,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat - **(2021)** [cloud.google.com: Declarative Export. Build your perfect Google Cloud infrastructure using Terraform and the gcloud CLI](https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview) [DOCUMENTATION] [COMMUNITY-TOOL] β Outlines the gcloud CLI declarative export feature, allowing operators to automatically translate active GCP live resource states into production-ready Terraform configurations or Kubernetes Config Connector manifests. ## Devsecops -### CICD (1) +### CICD (2) #### Hybrid Cloud Architecture @@ -315,7 +335,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat - **(2026)** [github.com/GoogleCloudPlatform](https://github.com/GoogleCloudPlatform) [MULTI CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β The master landing organization for Google Cloud Platform's open-source projects, APIs, and CLI utilities. Holds structural frameworks, SDKs, and enterprise infrastructure design tools. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/about.md b/v2-docs/about.md index a6b02cc8..08c046ab 100644 --- a/v2-docs/about.md +++ b/v2-docs/about.md @@ -242,7 +242,7 @@ While certifications like CKA are prominent on CVs, they are frequently utilized - [DZone: Defining Day-2 Operations](https://dzone.com/articles/defining-day-2-operations) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==DZone: Defining Day-2 Operations== in the Kubernetes Tools ecosystem. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/ai-agents-mcp.md b/v2-docs/ai-agents-mcp.md index e13317ed..17efd981 100644 --- a/v2-docs/ai-agents-mcp.md +++ b/v2-docs/ai-agents-mcp.md @@ -1,5 +1,5 @@ --- -description: "Top AI Agents MCP resources for 2026, AI-ranked: vLLM on Kubernetes, Claude Code Best Practice and more β curated Cloud Native tools, guides and references." +description: "Top AI Agents MCP resources for 2026, AI-ranked: Claude Code Best Practice, Awesome MCP Servers and more β curated Cloud Native tools, guides and references." --- # AI Agents and Model Context Protocol (MCP) for Kubernetes @@ -69,9 +69,9 @@ Live Grounding: Evaluation metrics on the OfficeQA Pro benchmark indicate that t - **(2025)** [==Skyvern==](https://github.com/Skyvern-ai/Skyvern) β 21899 [PYTHON CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Curator Insight: An AI-powered web browser automation agent designed to extract data and execute workflows on complex interfaces. Live Grounding: Translates plain-text instructions into resilient selenium-style interactions, dynamically adapting to DOM mutations and bypassing rigid selector patterns. ### Agentic Frameworks -#### Google Cloud (1) +#### Developer Experience - - **(2025)** [Level Up Your Agents: Announcing Google's Official Skills Repository](https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository) [PYTHON CONTENT] [COMMUNITY-TOOL] β Google Cloud's announcement of its official skills repository designed for AI agents. This resource provides ready-made functions, connectors, and tools that can be bound to Gemini-powered agents, enabling them to query enterprise databases, execute administrative tasks, and integrate with standard GCP APIs with strict security guarantees. + - **(2025)** [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Kiro is a testing and engineering framework designed to bring traditional software disciplineβsuch as regression testing, linting, and sandbox executingβto LLM agents and multi-agent workflows. It establishes strict validation steps to ensure agent behaviors remain deterministic, secure, and aligned with standard corporate software engineering guidelines. ### Model Context Protocol #### Architecture @@ -80,10 +80,10 @@ Live Grounding: Evaluation metrics on the OfficeQA Pro benchmark indicate that t #### Awesome Lists - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) β 89112 [MARKDOWN CONTENT] πππππ [DE FACTO STANDARD] [GUIDE] β Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. -#### Developer Experience +#### Developer Experience (1) - **(2025)** [MCPBundles](https://www.mcpbundles.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β MCPBundles is a discovery and packaging platform designed to bundle various Model Context Protocol servers for rapid deployment. It simplifies agentic application building by providing curated, pre-configured groupings of tools (e.g., database drivers, git utilities, API endpoints) that can be integrated into AI hosts in a single setup operation. -#### Google Cloud (2) +#### Google Cloud (1) - **(2025)** [Google Cloud Managed MCP](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Google Cloud's managed solution for Model Context Protocol, allowing enterprise Gemini models to safely interact with local data sources and external enterprise systems. By hosting and scaling MCP servers inside Google's managed environment, it minimizes operational overhead while securing transactional agentic workflows with native cloud IAM. #### Official Servers @@ -328,16 +328,14 @@ Core technical aims: #### Kubernetes Troubleshooting - **(2025)** [HolmesGPT (Robusta)](https://github.com/HolmesGPT/holmesgpt) β 2623 [PYTHON CONTENT] [ADVANCED LEVEL] ππ [COMMUNITY-TOOL] β Curator Insight: An AI-driven troubleshooting assistant for Kubernetes clusters by Robusta. Live Grounding: Utilizes LLM agents to autonomously parse Prometheus alerts, collect pod logs, inspect live status, and deliver actionable remediation steps for infrastructure incidents. -## Developer Experience (1) +## Developer Experience (2) ### Ai-assisted Coding #### Claude Code - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) β 57660 [MARKDOWN CONTENT] πππππ [DE FACTO STANDARD] [GUIDE] β Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. -#### Cursor IDE - - - **(2025)** [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [NONE CONTENT] [GUIDE] [LEGACY] β An educational program designed to train engineers on utilizing the Cursor AI code editor effectively. The curriculum covers foundational concepts of context inclusion, codebase indexing, and multi-file code transformations. It teaches developers how to write highly optimized prompts to synthesize software architecture and debug legacy systems directly inside the IDE. + - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β An official hands-on tutorial and demonstration course by Anthropic showing the real-world utility of Claude Code. It covers basic terminal setups, interactive file refactoring, automated git commit orchestration, and contextual testing loops. Highly valuable for teams integrating terminal-based AI agents directly into daily engineering pipelines. ## Enterprise Software ### Generative AI @@ -415,5 +413,5 @@ Core technical aims: --- π‘ **Explore Related:** [AI](./ai.md) | [ChatGPT](./chatgpt.md) | [MLOps](./mlops.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/ai.md b/v2-docs/ai.md index efd24fbe..e5c01779 100644 --- a/v2-docs/ai.md +++ b/v2-docs/ai.md @@ -1,5 +1,5 @@ --- -description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skills for Real Engineers and more β curated Cloud Native tools, guides and references." +description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Claude Code Best Practice and more β curated Cloud Native tools, guides and references." --- # Artificial Intelligence @@ -23,6 +23,13 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Command-line Tools - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) β 2853 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. +## AI and Platform Engineering + +### AI Assistants + +#### Developer Productivity + + - **(2024)** [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [SPANISH CONTENT] [COMMUNITY-TOOL] β Details Google's launch of Gemini Code Assist, leveraging a vast token context window. Emphasizes integration within internal IDEs and Google Cloud Platform services to challenge the GitHub Copilot ecosystem. ## AI Engineering ### Model Context Protocol @@ -36,10 +43,17 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### General Reference - - [Tech companies cutting devs for AI](https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Tech companies cutting devs for AI in the Kubernetes Tools ecosystem. - - [Discussion: Where is AI Still Completely Useless?](https://www.reddit.com/r/Terraform/comments/1l7my1x/where_is_ai_still_completely_useless_for) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Discussion: Where is AI Still Completely Useless? in the Kubernetes Tools ecosystem. - [guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI πππ](https://www.guru99.com/ai-tutorial.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI== πππ in the Kubernetes Tools ecosystem. - [Docker for LLMs](https://www.docker.com/llm) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Docker for LLMs in the Kubernetes Tools ecosystem. + - [Discussion: Where is AI Still Completely Useless?](https://www.reddit.com/r/Terraform/comments/1l7my1x/where_is_ai_still_completely_useless_for) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Discussion: Where is AI Still Completely Useless? in the Kubernetes Tools ecosystem. + - [Tech companies cutting devs for AI](https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Tech companies cutting devs for AI in the Kubernetes Tools ecosystem. +## Architecture and Visualization + +### Interactive Diagramming + +#### AI Integration + + - **(2025)** [Draw.io MCP for Diagram Generation: Why Itβs Worth Using](https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using) [TYPESCRIPT CONTENT] ππ [COMMUNITY-TOOL] β Implements the Model Context Protocol (MCP) to dynamically generate and modify Draw.io structures directly via conversational AI interfaces. Seamlessly links large language models with visual blueprint execution, allowing real-time canvas updates and automated layout formatting based on conversational technical specs. ## Artificial Intelligence (1) ### AI Strategy @@ -126,9 +140,19 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill ### Prompt Engineering -#### Developer Productivity +#### Developer Productivity (1) - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) β 3761 [MARKDOWN CONTENT] ππππ [ENTERPRISE-STABLE] β A master curation of system-level prompt templates specifically optimized for Google NotebookLM. It accelerates complex source material ingestions, contextual extractions, and structured summarizing processes for technical architects. (Live Grounding: Highlights the 2026 intersection of AI workflow orchestration and engineering documentation maintenance). +## CICD + +### AI and Automation + +#### AI PR Automation + + - **(2025)** [Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI](https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai) [YAML CONTENT] [COMMUNITY-TOOL] β A tutorial showing how to automate the generation of pull request descriptions within Azure DevOps pipelines using Azure OpenAI APIs. Streamlines developer velocity and documentation standards. +#### Model Context Protocol (1) + + - **(2025)** [Azure DevOps MCP Server Public Preview](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) [NONE CONTENT] [COMMUNITY-TOOL] β Official Microsoft announcement outlining the preview release of the Azure DevOps MCP Server. Details how developer agents leverage safe API contexts to build and deploy complex assets. ## Cloud Infrastructure ### CICD and DevOps @@ -152,12 +176,20 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Kubernetes Troubleshooting (1) + - **(2023)** [k8sgpt.ai](https://k8sgpt.ai) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β An innovative, community-driven tool that integrates LLMs directly with Kubernetes diagnostic commands. By parsing cluster states, configuration anomalies, and system logs, k8sgpt provides clear explanations and automated remediation commands. It is a premier tool in the shift towards AI-powered autonomous operations (AIOps). - **(2023)** [collabnix.com: The Rise of Kubernetes and AI β Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin) [GO CONTENT] [COMMUNITY-TOOL] β Focuses on the Kubectl OpenAI plugin, showing how natural language commands can be compiled directly into active Kubernetes cluster API calls. It simplifies YAML definition generation and debugging workflows, lowering barrier-to-entry. A great case study in operations-focused developer tooling. ### Infrastructure As Code (1) #### Ai-assisted IaC - **(2023)** [IDE extension for AWS Application Composer enhances visual modern applications development with AI-generated IaC](https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac) [COMMUNITY-TOOL] β Examines how the AWS Application Composer IDE extension leverages AI to dynamically draft modern serverless IaC templates from a visual layout canvas. As developers design, the system generates clean CloudFormation or SAM patterns. This tool merges direct visual feedback with automated infrastructure generation. +## Cloud Platform + +### Enterprise Solutions + +#### AI and Infrastructure + + - **(2024)** [**aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS**](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) [ADVANCED LEVEL] ππππ [CASE STUDY] [ENTERPRISE-STABLE] β This case study highlights BMW Group's deployment of a generative AI assistant on AWS designed to automate and optimize cloud infrastructure operations. By synthesizing telemetry data and AWS resource metrics, the assistant accelerates infrastructure diagnostics, reduces operational overhead, and drives cost-efficient resource provisioning. It demonstrates how LLMs can be integrated into enterprise cloud operations (AIOps) to simplify complex architectural decision-making. ## Computer Vision ### Deep Learning Research @@ -185,6 +217,13 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Education Tooling - **(2023)** [Quiz Grader](https://github.com/ned1313/quiz-grader) [PYTHON CONTENT] [COMMUNITY-TOOL] β A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. Processes markdown-based inputs to generate structured performance assessments, supporting classroom and self-assessment operations. +### Infrastructure As Code (2) + +#### AI Integration (1) + +##### Terraform + + - **(2024)** [Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code](https://markaicode.com/terraform-ai-infrastructure-as-code) [COMMUNITY-TOOL] β Examines workflow improvements, automated code validation, and prompt-to-infrastructure engineering using modern LLM integrations in Terraform development lifecycles. ## Developer Experience ### Ai-assisted Coding @@ -192,7 +231,7 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Claude Code - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) β 57660 [MARKDOWN CONTENT] πππππ [DE FACTO STANDARD] [GUIDE] β Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. -## Developer Productivity (1) +## Developer Productivity (2) ### Ides @@ -203,6 +242,9 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill ### AI Code Assistants +#### Effort Frameworks + + - **(2026)** [Cursor Bugbot Effort Levels Documentation](https://cursor.com/docs/bugbot) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β This reference document outlines the effort metrics and execution paradigms utilized by Cursor's Bugbot tool inside the editor context. It guides development teams in managing priority levels for automated debugging routines across repositories. #### Prompt Templates - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) β 28036 [MARKDOWN CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Claude Code Templates is an extensive community library containing structured system designs, context guidelines, and prompt schemas optimized for Anthropic's Claude Code and CLI. It helps teams configure context-aware coding agents that integrate smoothly into microservice development cycles. @@ -244,42 +286,43 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Automated Optimization - **(2025)** [==CAST AI==](https://cast.ai) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Introduces CAST AI, an automated cost-reduction system for EKS, AKS, and GKE. Highlights how its real-time algorithms adjust cluster sizing, configure spot instances, and scale down resources without manual developer effort. +## Infrastructure + +### Artificial Intelligence (2) + +#### Hardware Acceleration + + - **(2025)** [Cerebras AI](https://www.cerebras.ai) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Dedicated AI computer systems utilizing Wafer-Scale Engine (WSE) technology. Delivers unprecedented compute density and memory bandwidth to train large-scale neural networks without the distributed communication overhead of traditional GPU clusters. +## Infrastructure As Code (3) + +### AI Integrations + +#### Validation and Testing + + - **(2024)** [AI Meets Terraform: Prompt Strategies for Test Generation](https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explores LLM prompting strategies designed to automatically generate high-quality integration testing assertions for Terraform infrastructure codebases. Outlines systematic framework specifications to minimize manual testing overhead. ## Kubernetes and Platform Engineering ### Platform Engineering Trends -#### AI Integration +#### AI Integration (2) - **(2024)** [platformengineering.org: AI is changing the future of platform engineering. Are you ready?](https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready) [COMMUNITY-TOOL] β Discusses how generative AI is shifting internal developer platform (IDP) dynamics. Details how AI assistance simplifies configuration management, infrastructure provisioning, and self-service portals for developer teams. -## Software Architecture and .NET Development - -### Artificial Intelligence (2) - -#### Agent Integration - - - **(2024)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Examines methods for extending autonomous AI coding agents with direct .NET skill injection. Uses Semantic Kernel to build tools enabling LLMs to execute C# compilations, format files, and interact natively with code bases. ## Software Engineering ### Ai-assisted Development -#### CLI Tools - - - **(2026)** [GitHub Copilot CLI for Beginners: Getting Started](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli) [COMMUNITY-TOOL] [GUIDE] β Highlights setup and early integration techniques for GitHub Copilot CLI, translating natural language prompts into executable terminal and shell scripts. Enhances sysadmin and shell workflow automation while maintaining a human-in-the-loop review step for safety and correctness. #### Github Copilot - **(2026)** [Best Practices for Using GitHub Copilot](https://docs.github.com/en/copilot/get-started/best-practices) [DOCUMENTATION] [COMMUNITY-TOOL] β Authoritative guidelines from GitHub designed to optimize interaction with Copilot. Covers prompt engineering tactics (such as context-setting files and comments), managing AI security and license compliance, and verifying generated output. #### Industry Impact - **(2023)** [xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos](https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos) [SPANISH CONTENT] [COMMUNITY-TOOL] β A comprehensive expert-driven review of how GPT-4 and Copilot have structurally altered the software engineering lifecycle. Evaluates productivity shifts, risks of cognitive offloading, and structural changes in junior developer onboarding processes. -#### Multi-repository Architecture - - - **(2025)** [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Details advanced patterns for orchestrating automated codebase modifications across distributed multi-repository environments using AI workspaces. Evaluates dependency resolution, unified context indexing, and coordinate git-commit strategies during systemic API breaking updates. #### Next-gen Platforms - **(2023)** [computerhoy.com: GitHub Copilot X: asΓ es la nueva IA parecida a ChatGPT y destinada a ayudar a programadores](https://computerhoy.20minutos.es) [SPANISH CONTENT] [COMMUNITY-TOOL] β Analyzes the technical specifications of Copilot X, including terminal tool integration, automated PR description synthesis, and integrated chat widgets. Examines the performance gains from switching to OpenAI's GPT-4 framework. ### Database Management -#### Model Context Protocol (1) +#### Model Context Protocol (2) - **(2024)** [==Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration==](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) β 2422 [SPANISH CONTENT] πππππ [DE FACTO STANDARD] β An open-source desktop database client featuring Model Context Protocol (MCP) integrations. This compliance allows local LLMs to safely query, analyze, and update database schemas within strict user security boundaries. ### Professional Development @@ -287,9 +330,16 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Core Architectures - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) β 128202 [MARKDOWN CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. +## Specialized AI Applications + +### Healthcare Systems + +#### Voice Assistants + + - **(2025)** [Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare](https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task) [COMMUNITY-TOOL] β Examines Microsoft's Dragon Copilot, the healthcare industry's first unified voice AI assistant. It streamlines clinical documentation, automates repetitive administrative tasks, and securely surfaces critical patient records within strict HIPAA compliance parameters. --- -π‘ **Explore Related:** [ChatGPT](./chatgpt.md) | [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) +π‘ **Explore Related:** [AI Agents MCP](./ai-agents-mcp.md) | [ChatGPT](./chatgpt.md) | [MLOps](./mlops.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/angular.md b/v2-docs/angular.md index 7d147053..01451b73 100644 --- a/v2-docs/angular.md +++ b/v2-docs/angular.md @@ -28,7 +28,7 @@ description: "Curated, AI-ranked Angular resources for the 2026 Cloud Native arc - **(2026)** [angular.io: Building and serving Angular apps](https://angular.dev/guide/build) [DOCUMENTATION] [COMMUNITY-TOOL] β Official instructions covering deployment execution and active asset compilation within the Angular CLI environment. Emphasizes production bundling configurations, static asset caching, and lazy loading strategies. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [API](./api.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/ansible.md b/v2-docs/ansible.md index deefc319..b676bd66 100644 --- a/v2-docs/ansible.md +++ b/v2-docs/ansible.md @@ -1,5 +1,5 @@ --- -description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β curated Cloud Native tools, guides and references." +description: "Top Ansible resources for 2026, AI-ranked: AWX, Gradle Cheat Sheets and more β curated Cloud Native tools, guides and references." --- # Configuration Management. Ansible @@ -320,6 +320,20 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β #### Practical Labs - **(2021)** [youtube: Exercises / Monitoring : How to install node exporter π](https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn) [FRENCH CONTENT] [COMMUNITY-TOOL] β Practical lab illustrating the deployment of Prometheus Node Exporter. Details how to utilize modular Ansible roles to dynamically configure, enable, and monitor Linux targets. +## Devsecops and Registry + +### Java Tools + +#### Gradle Reference + + - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) [SPANISH CONTENT] [DOCUMENTATION] πππππ [DE FACTO STANDARD] β High-density command syntax cheatsheet for Gradle, highlighting Kotlin/Groovy DSL setups, caching options, task graphs management, and daemon management to significantly improve build execution times. +## Hybrid Cloud and Enterprise + +### Openshift + +#### Data Management + + - **(2024)** [**redhat.com: OpenShift Backup and Recovery with Kasten K10**](https://www.redhat.com/es/blog) [SPANISH CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β A technical guide on integrating Veeam's Kasten K10 platform with Red Hat OpenShift. Demonstrates policy-based automation for backup, disaster recovery, and mobility across multi-tenant clusters while ensuring encrypted volume snapshots. ## Infrastructure As Code (1) ### Ansible (4) @@ -568,7 +582,7 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β - **(2021)** [vagrant: centos-awx](https://portal.cloud.hashicorp.com/vagrant/discover/krlex/centos-awx) [RUBY CONTENT] [COMMUNITY-TOOL] β A specific Vagrant box packaging AWX pre-installed on CentOS. Provides a historical self-contained laboratory for testing old iterations of AWX before the modern, mandatory transition to Kubernetes-based runtime platforms. --- -π‘ **Explore Related:** [Kustomize](./kustomize.md) | [Terraform](./terraform.md) | [IaC](./iac.md) +π‘ **Explore Related:** [IaC](./iac.md) | [Pulumi](./pulumi.md) | [Kubernetes Security](./kubernetes-security.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) diff --git a/v2-docs/api.md b/v2-docs/api.md index de46e0e3..b666353f 100644 --- a/v2-docs/api.md +++ b/v2-docs/api.md @@ -261,11 +261,6 @@ description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more β - [Dzone: Step-By-Step Spring Boot RESTful Web Service Complete Example](https://dzone.com/articles/spring-boot-restful-web-service-complete-example) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Dzone: Step-By-Step Spring Boot RESTful Web Service Complete Example in the Kubernetes Tools ecosystem. ## Architecture -### API Management (1) - -#### Saas Platforms - - - **(2026)** [Rapid API:](https://rapidapi.com) [COMMUNITY-TOOL] β A leading enterprise Hub and Gateway solution for API discovery, testing, and monetization. Provides uniform control planes to aggregate heterogeneous upstream microservice APIs, enforce consolidated security policies, and manage global tenant billing workflows. ### System Design #### Microservices Patterns @@ -306,13 +301,6 @@ description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more β #### Trends - **(2021)** [**thenewstack.io: AsyncAPI Could Be the Default API Format for Event-Driven Architectures**](https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures) [AGNOSTIC CONTENT] ππππ [ENTERPRISE-STABLE] β Examines the industry shift toward AsyncAPI as the default specification for event networks. Outlines how standardizing AsyncAPI structures provides OpenAPI-style interface validation to queues and message streams. -## Infrastructure - -### Artificial Intelligence - -#### Hardware Acceleration - - - **(2025)** [Cerebras AI](https://www.cerebras.ai) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Dedicated AI computer systems utilizing Wafer-Scale Engine (WSE) technology. Delivers unprecedented compute density and memory bandwidth to train large-scale neural networks without the distributed communication overhead of traditional GPU clusters. ## Microservices ### Design Patterns @@ -362,19 +350,14 @@ description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more β #### SOAP Vs REST - **(2020)** [reply.com: Web Services: SOAP and REST - A Simple Introduction](https://www.reply.com/solidsoft-reply/en) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] β A fundamental comparative breakdown of SOAP (protocol-driven XML) vs REST (architectural constraints/JSON). Explains system performance trade-offs, security controls (WS-Security), and state management requirements inside distributed systems. -### API Integration - -#### Public Directories (1) - - - **(2026)** [Public APIs Directory](https://publicapis.io) [COMMUNITY-TOOL] β A comprehensive index of public, developer-friendly APIs categorized by domain (e.g., weather, auth, finance). Serving as a core design-discovery tool, it enables engineers to rapidly find mock data, integration targets, and third-party solutions for prototyping. -### API Management (2) +### API Management (1) #### Testing (1) - **(2021)** [dev.to: 7 API Tools for REST Developers and Testers](https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67) [NONE CONTENT] [COMMUNITY-TOOL] β Reviews seven essential REST API validation and design tools, analyzing the runtime capabilities and payload assertion performance of modern desktop clients and command-line instruments. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) | [Lowcode Nocode](./lowcode-nocode.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/appointment-scheduling.md b/v2-docs/appointment-scheduling.md index 45047669..c2ad6b59 100644 --- a/v2-docs/appointment-scheduling.md +++ b/v2-docs/appointment-scheduling.md @@ -35,7 +35,7 @@ description: "Top Appointment Scheduling resources for 2026, AI-ranked: Calendly - **(2021)** [Google Calendar appointment slots](https://support.google.com/calendar/answer/190998) [DOCUMENTATION] [LEGACY] β Legacy Google Calendar booking block system. Live grounding shows this feature was officially retired in late 2024, fully replaced by Google's newer 'Appointment Schedules' tool. --- -π‘ **Explore Related:** [Recruitment](./recruitment.md) | [Interview Questions](./interview-questions.md) | [Finops](./finops.md) +π‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Remote Tech Jobs](./remote-tech-jobs.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/argo.md b/v2-docs/argo.md index 524d3ab3..e2725585 100644 --- a/v2-docs/argo.md +++ b/v2-docs/argo.md @@ -11,6 +11,13 @@ description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native archit ## Cloud Native +### Community + +#### Events + +##### Argocon + + - **(2026)** [ArgoCon North America 2026 Call for Proposals](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon) [COMMUNITY-TOOL] β Official Call for Proposals portal for ArgoCon North America 2026. Focuses on collecting real-world architectures, case studies, and enterprise patterns utilizing Argo CD, Argo Workflows, Argo Rollouts, and Argo Events. ### Orchestration #### Argo Workflows @@ -113,6 +120,13 @@ description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native archit - **(2022)** [youtube: GitOps with Argo-CD & Kubernetes](https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] β An introductory video guide showing how to configure and run continuous deployment pipelines using Argo CD and Kubernetes. It walks through initial repository setups, synchronization configurations, and basic troubleshooting procedures. ## Platform Engineering +### CICD (1) + +#### Argo Workflows (1) + +##### Jenkins + + - **(2022)** [**Migrating CI/CD from Jenkins to Argo Workflows**](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] [LEGACY] β Shares practical lessons from migrating a legacy Jenkins CI pipeline stack over to container-native Argo Workflows. Compares the performance, cost efficiency, resource overhead, and maintainability of step-based DAG flows. ### Gitops #### AWS EKS @@ -128,6 +142,11 @@ description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native archit ##### Terraform Integration - **(2022)** [seraf.dev: ArgoCD Tutorial β (with Terraform)](https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e) πππ [COMMUNITY-TOOL] [GUIDE] β Guides engineers on bootstrapping an entire ArgoCD installation, including repositories, projects, and application instances, declaratively via the official HashiCorp Terraform provider for ArgoCD. +#### Authentication and SSO (1) + +##### Openshift + + - **(2022)** [**openshift.com: OpenShift Authentication Integration with ArgoCD**](https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd) ππππ [ENTERPRISE-STABLE] [GUIDE] β Analyzes the integration of OpenShift's native OAuth server with ArgoCD. Explains how to map OpenShift user groups to ArgoCD RBAC roles, establishing a secure, unified single sign-on (SSO) experience for enterprise platforms. #### Github Actions ##### AWS EKS (1) @@ -188,7 +207,7 @@ description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native archit - **(2022)** [securityaffairs.co: Argo CD flaw could allow stealing sensitive data from Kubernetes Apps](https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html) πππ [COMMUNITY-TOOL] β Highlights the threat landscape exposed by vulnerability CVE-2022-24348 in multi-tenant environments. Emphasizes why prompt patching of GitOps controllers is critical when handling multi-tenant repositories on shared control planes. --- -π‘ **Explore Related:** [CI/CD](./cicd.md) | [Gitops](./gitops.md) | [Openshift Pipelines](./openshift-pipelines.md) +π‘ **Explore Related:** [Jenkins](./jenkins.md) | [CI/CD](./cicd.md) | [Registries](./registries.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-architecture.md b/v2-docs/aws-architecture.md index b309f925..2a864630 100644 --- a/v2-docs/aws-architecture.md +++ b/v2-docs/aws-architecture.md @@ -32,7 +32,7 @@ description: "Curated, AI-ranked AWS Architecture resources for the 2026 Cloud N - **(2023)** [==github.com/ministryofjustice: Modernisation Platform - Architecture Decisions==](https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record) β 724 [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β The public collection of Architecture Decision Records (ADRs) from the UK Ministry of Justice Modernisation Platform. This serves as a key reference for cloud governance, public sector IT standards, and clear decision documentation. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-backup.md b/v2-docs/aws-backup.md index 898f2ab7..8924e794 100644 --- a/v2-docs/aws-backup.md +++ b/v2-docs/aws-backup.md @@ -38,6 +38,13 @@ description: "Top AWS Backup resources for 2026, AI-ranked: Chaos Monkey, AWS Ba #### On-premises - **(2020)** [youtube: Migrating On Premise VM to AWS | VM Import/Export | Create EC2 instance based on on-premises server](https://www.youtube.com/watch?v=buzusNljpy4&feature=youtu.be) πππ [LEGACY] β A video demonstrating VM Import/Export steps to convert on-premises hypervisor disk images directly into active AWS EC2 instances. Live Grounding points out that while modern migration favors automated agents like AWS MGN, raw VM imports are still critical for offline image importing, licensing checks, and legacy OS setups. +## Data and Analytics + +### Data Protection + +#### AWS Backup + + - **(2021)** [**AWS Backup Adds Support for Amazon S3**](https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3) ππππ [ENTERPRISE-STABLE] β Introduces preview support for centralizing data protection across S3 buckets using AWS Backup policies. It allows security and operations teams to automate backups, lifecycles, and restores of S3 objects alongside other AWS resources. This replaces customized AWS Lambda or S3 replication-based snapshot workarounds with a managed compliance framework. ## Infrastructure ### Disaster Recovery (1) @@ -54,7 +61,7 @@ description: "Top AWS Backup resources for 2026, AI-ranked: Chaos Monkey, AWS Ba - **(2021)** [Quick Restoration through Replacing the Root Volumes of Amazon EC2 instances](https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2) πππ [COMMUNITY-TOOL] β This AWS blog post introduces root volume replacement features for running EC2 instances, eliminating reboot downtime during failure remediation. Live Grounding shows this capability is vital for debugging critical virtual machines, allowing live hot-swapping from a golden image or secure snapshot. #### AWS Services -##### AWS Backup +##### AWS Backup (1) - **(2026)** [==AWS Backup Service==](https://aws.amazon.com/backup) πππππ [DE FACTO STANDARD] β The main technical portal for AWS Backup, a fully managed backup hub that centralizes and automates data protection across various AWS services. Live Grounding affirms AWS Backup as the primary enterprise solution for compliance auditing, cross-account security, and centralized backup policies. ##### Multi-region (1) @@ -88,7 +95,7 @@ description: "Top AWS Backup resources for 2026, AI-ranked: Chaos Monkey, AWS Ba - **(2016)** [Design for failure lessons learnt from the Sydney AWS outage](https://www.hava.io/blog/design-for-failure-lessons-learnt-from-the-sydney-aws-outage) [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β An architectural retrospective analyzing service failures during a historic AWS Sydney region outage. Live Grounding highlights how this post underscores the vital design-for-failure paradigm, proving that high availability requires cross-region failovers, active-active topologies, and robust client retry configurations. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [Ibm_Cloud](./ibm_cloud.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-containers.md b/v2-docs/aws-containers.md index 4f3fef6c..473c47f2 100644 --- a/v2-docs/aws-containers.md +++ b/v2-docs/aws-containers.md @@ -21,7 +21,7 @@ description: "Curated, AI-ranked AWS Containers resources for the 2026 Cloud Nat - **(2025)** [**awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper**](https://github.com/awslabs/amazon-ecr-credential-helper) β 2703 [GO CONTENT] ππππ [ENTERPRISE-STABLE] β A Docker credential helper that handles seamless, transparent IAM-based authentication for Amazon ECR. By removing the need to run periodic 'aws ecr get-login-password' cron jobs, it enhances runtime security by integrating directly with standard IAM Instance Profiles and local AWS config files. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-databases.md b/v2-docs/aws-databases.md index d517a729..745069f3 100644 --- a/v2-docs/aws-databases.md +++ b/v2-docs/aws-databases.md @@ -87,7 +87,7 @@ description: "Curated, AI-ranked AWS Databases resources for the 2026 Cloud Nati - [Easily model your app data in a NoSQL database with AWS Mobile Hub](https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub) [SPANISH CONTENT] [LEGACY] β Curator Insight details a legacy utility tool (AWS Mobile Hub) that assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. Included for legacy archeological reference. [SPANISH CONTENT] --- -π‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) | [Other Awesome Lists](./other-awesome-lists.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-devops.md b/v2-docs/aws-devops.md index 047872e3..232ae4de 100644 --- a/v2-docs/aws-devops.md +++ b/v2-docs/aws-devops.md @@ -15,7 +15,7 @@ description: "Curated, AI-ranked AWS DevOps resources for the 2026 Cloud Native --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-iac.md b/v2-docs/aws-iac.md index b31fadd0..62083f3f 100644 --- a/v2-docs/aws-iac.md +++ b/v2-docs/aws-iac.md @@ -17,7 +17,14 @@ description: "Curated, AI-ranked AWS IaC resources for the 2026 Cloud Native arc - **(None)** [](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/doc-history.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - **(None)** [](https://docs.aws.amazon.com/AWSCloudFormation/latest/TemplateReference/aws-template-resource-type-ref.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. -## Infrastructure As Code +## Cloud Computing + +### AWS + +#### Infrastructure As Code + + - **(2022)** [youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp π](https://www.youtube.com/watch?v=zA8guDqfv40) [COMMUNITY-TOOL] β A comprehensive, open-access video bootcamp by freeCodeCamp focusing on AWS CloudFormation. Teaches declarative resource provisioning, nested templates, drift detection, and deployment strategies for managing large AWS architectures as code. +## Infrastructure As Code (1) ### Automated Generation @@ -67,7 +74,7 @@ description: "Curated, AI-ranked AWS IaC resources for the 2026 Cloud Native arc - **(2022)** [cloudkatha.com: How to Create an S3 Bucket using CloudFormation](https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation) [YAML CONTENT] [COMMUNITY-TOOL] [GUIDE] β A foundational tutorial detailing the YAML patterns required to create and lock down basic AWS S3 buckets inside CloudFormation templates. It details parameters for versioning rules, basic access controls, and server-side encryption. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-miscellaneous.md b/v2-docs/aws-miscellaneous.md index e061abe7..b94cf2e4 100644 --- a/v2-docs/aws-miscellaneous.md +++ b/v2-docs/aws-miscellaneous.md @@ -24,7 +24,7 @@ description: "Curated, AI-ranked AWS Miscellaneous resources for the 2026 Cloud - **(2021)** [github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template](https://github.com/omenking/localstack-gitpod-template) [SHELL CONTENT] [COMMUNITY-TOOL] β Curator Insight introduces a Gitpod configuration template for bootstrapping LocalStack development environments instantly in the browser. Live Grounding highlights this as an efficient template for cloud-native training, though production teams in 2026 typically leverage official Dev Container or LocalStack-supported cloud environments. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-monitoring.md b/v2-docs/aws-monitoring.md index 3d565de6..90a107b7 100644 --- a/v2-docs/aws-monitoring.md +++ b/v2-docs/aws-monitoring.md @@ -13,8 +13,8 @@ description: "Curated, AI-ranked AWS Monitoring resources for the 2026 Cloud Nat ### General Reference - - [logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io](https://logz.io/blog/aws-lambda-metrics-monitoring-guide) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem. - [logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping' with Logz.io](https://logz.io/blog/aws-ec2-metrics) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping' with Logz.io in the Kubernetes Tools ecosystem. + - [logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io](https://logz.io/blog/aws-lambda-metrics-monitoring-guide) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem. - [dzone: Optimize AWS Costs With CloudWatch's Advanced Metrics, Dashboards,' and Alerts](https://dzone.com/articles/optimize-aws-costs-with-cloudwatchs-advanced-metri) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: Optimize AWS Costs With CloudWatch's Advanced Metrics, Dashboards,' and Alerts in the Kubernetes Tools ecosystem. ## Observability and Monitoring @@ -32,7 +32,7 @@ description: "Curated, AI-ranked AWS Monitoring resources for the 2026 Cloud Nat - **(2024)** [==github: ElectricEye==](https://github.com/jonrau1/ElectricEye/blob/master/README.md) β 1043 [PYTHON CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β An automated cloud security assessment framework designed to continually monitor AWS environments for configuration drift, vulnerabilities, and deviations from industry standards. Outputs findings directly to AWS Security Hub. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-networking.md b/v2-docs/aws-networking.md index 254f2de1..01ebc561 100644 --- a/v2-docs/aws-networking.md +++ b/v2-docs/aws-networking.md @@ -149,7 +149,7 @@ description: "Top AWS Networking resources for 2026, AI-ranked: Application Load - **(2021)** [Fine-tuning blue/green deployments on application load balancer](https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Focuses on ALB's advanced routing capabilities to orchestrate safe blue/green deployments by shifting traffic percentages between target groups. A crucial operational pattern for continuous delivery pipelines, minimizing deployment blast radius. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-newfeatures.md b/v2-docs/aws-newfeatures.md index 0b2d2897..a2328d1d 100644 --- a/v2-docs/aws-newfeatures.md +++ b/v2-docs/aws-newfeatures.md @@ -329,7 +329,6 @@ description: "Curated, AI-ranked AWS Newfeatures resources for the 2026 Cloud Na #### AWS Backup - **(2022)** [==Announcing the general availability of AWS Backup for Amazon S3==](https://aws.amazon.com/about-aws/whats-new/2022/02/general-availability-aws-backup-amazon-s3) πππππ [DE FACTO STANDARD] β Reaches General Availability, providing complete managed backup, restore, and lifecycle orchestration of Amazon S3 data. It supports cross-region, cross-account capabilities, and immutable backup copies using AWS Backup Vault Lock. Architecturally, it streamlines data compliance audits, proving protection policies for petabyte-scale S3 data lakes. - - **(2021)** [**AWS Backup Adds Support for Amazon S3**](https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3) ππππ [ENTERPRISE-STABLE] β Introduces preview support for centralizing data protection across S3 buckets using AWS Backup policies. It allows security and operations teams to automate backups, lifecycles, and restores of S3 objects alongside other AWS resources. This replaces customized AWS Lambda or S3 replication-based snapshot workarounds with a managed compliance framework. #### Compliance (2) - **(2021)** [**Monitor, Evaluate, and Demonstrate Backup Compliance with AWS Backup Audit Manager**](https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager) ππππ [ENTERPRISE-STABLE] β Introduces AWS Backup Audit Manager, a feature to monitor, evaluate, and demonstrate the compliance posture of data backup operations against pre-defined organizational standard controls. It automates compliance reporting, providing auditor-ready historical evidence. Architecturally, it replaces manual backup audits and ensures strict data governance. @@ -409,7 +408,7 @@ description: "Curated, AI-ranked AWS Newfeatures resources for the 2026 Cloud Na - **(2021)** [Introducing new self-paced courses to improve Java and Python code quality with Amazon CodeGuru](https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-python-code-quality-with-amazon-codeguru) πππ [COMMUNITY-TOOL] β Educational curriculum focusing on utilizing CodeGuru's machine-learning engines to detect concurrency bugs, resource leaks, and performance bottlenecks in Java and Python. These courses provide hands-on telemetry guides to maximize DevSecOps efficiency. Architecturally, CodeGuru integrates into CI/CD pipelines to enforce static and dynamic code quality. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-pricing.md b/v2-docs/aws-pricing.md index 46e799e0..b448768b 100644 --- a/v2-docs/aws-pricing.md +++ b/v2-docs/aws-pricing.md @@ -65,7 +65,7 @@ description: "Curated, AI-ranked AWS Pricing resources for the 2026 Cloud Native - **(2022)** [thenewstack.io: 7 Tips for Cutting Down Your AWS Kubernetes Bill](https://thenewstack.io/kubernetes/7-tips-for-cutting-down-your-aws-kubernetes-bill) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β Evaluates architectural techniques to trim EKS clusters expenditures, describing auto-scalers (Karpenter), spot instances usage, strict namespace limits, and FinOps practices to optimize CPU allocation. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) | [Faq](./faq.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-security.md b/v2-docs/aws-security.md index 964f21b7..9f4ebe17 100644 --- a/v2-docs/aws-security.md +++ b/v2-docs/aws-security.md @@ -9,6 +9,14 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul !!! info "Architectural Context" Detailed reference for AWS Security in the context of Cloud Providers (Hyperscalers). +## AWS + +### Multi-account Setup + +#### Governance + + - **(2023)** [aws.amazon.com: AWS Control Tower](https://aws.amazon.com/controltower) [NONE CONTENT] [COMMUNITY-TOOL] β Official AWS product reference for AWS Control Tower, a managed service that streamlines multi-account governance and landing zone orchestration. It details how the platform enforces automated guardrails, visualizes enterprise health, and coordinates with AWS Organizations for centralized billing and policy compliance. + - **(2022)** [aws.amazon.com: New β AWS Control Tower Account Factory for Terraform](https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β An analytical introduction to the AWS Control Tower Account Factory for Terraform (AFT), enabling GitOps-driven deployment of AWS accounts. Discusses custom pipeline orchestration and landing zone configurations that maintain strict security compliance metrics across large organizations. ## Architectural Foundations ### Kubernetes Tools @@ -30,7 +38,7 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul - **(None)** [](https://aws.amazon.com/blogs/security/how-to-automatically-update-your-security-groups-for-amazon-cloudfront-and-aws-waf-by-using-aws-lambda) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. ## Cloud Architecture -### AWS +### AWS (1) #### Cryptography @@ -103,6 +111,20 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul - **(2024)** [Organizing Your AWS Environment Using Multiple Accounts (white paper for best practices)](https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/organizing-your-aws-environment.html) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β The official AWS framework defining multi-account best practices using AWS Organizations and AWS Control Tower. It outlines critical isolation patterns for security, billing, and operational autonomy. Architecturally, it serves as the foundation for modern enterprise landing zones, ensuring strict blast-radius limitation. - **(2024)** [blog.wut.dev: Moving AWS Accounts and OUs Within An Organization - Not So Simple!](https://wut.dev/blog/2024/07/05/moving-aws-accounts-within-organization.html) [NONE CONTENT] [COMMUNITY-TOOL] β A highly practical analysis of the pitfalls and administrative hurdles encountered when migrating AWS accounts between Organizational Units (OUs) or organizations. It examines the operational impact on Service Control Policies (SCPs), resource shares, CloudFormation StackSets, and global integrations during transition phases. +### Certification + +#### AWS (2) + +##### Solutions Architect Professional + + - **(2020)** [Tips on Passing AWS Certified Solutions Architect - Professional Level](https://www.linkedin.com/top-content/?trk=article_not_found) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A strategic study guide for passing the AWS Certified Solutions Architect - Professional exam. The content focuses on advanced architectural design patterns, multi-tier application migration, cost optimization, and high-availability setups across complex AWS environments. Curator Insight: Highly structured blueprint for enterprise AWS exam prep. Live Grounding: Real-world value lies in understanding multi-account strategies, organizational governance, and security at scale. +## Cloud Engineering + +### Devsecops + +#### Security + + - **(2024)** [Avoiding Mistakes with AWS OIDC Integration Conditions](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A security deep dive into AWS IAM OIDC trust relationships. Explains how misconfigured OIDC settings can allow unauthorized actions in GitHub Actions pipelines and outlines steps to prevent account compromise. ## Cloud Native Platforms ### Azure @@ -110,14 +132,14 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul #### Security Automation - **(2024)** [Automated Let's Encrypt Certificates in Azure Key Vault with ACME Bot](https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-vault-with-acme-bot-a-step-by-step-guide) [NONE CONTENT] [COMMUNITY-TOOL] β Step-by-step instructional resource on deploying ACME Bot inside Azure. Automates key lifecycles of Let's Encrypt certificates directly into secure Key Vaults. -## Devsecops +## Devsecops (1) ### Policy As Code #### Open Policy Agent - **(2022)** [Realize Policy-as-Code with AWS Cloud Development Kit through Open Policy Agent π](https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-development-kit-through-open-policy-agent) [TYPESCRIPT/REGO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β A detailed walk-through demonstrating Policy-as-Code setups within AWS CDK deployment models using Open Policy Agent (OPA). Teaches engineers how to compile cloud infrastructure representations and parse them against Rego policies to catch insecure setups before resource creation. -## Security +## Security (1) ### Identity and Access @@ -131,6 +153,13 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul #### System Administration - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) β 27773 [SHELL CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β A highly comprehensive, widely reference-validated repository providing detailed, step-by-step instructions for securing enterprise Linux installations. Key configurations cover SSH daemon hardening, secure user boundaries, kernel performance optimizations, and automated intrusion monitoring. In modern 2026 operations, this guide remains a vital source for building secure base golden images inside automated IaC pipelines. +## Security and Governance + +### CICD + +#### Azure and Github Integration + + - **(2022)** [Deploying to Azure: Secure Your GitHub Workflow with OIDC](https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc) [YAML CONTENT] [COMMUNITY-TOOL] β Analyzes the mechanism of securing deployment pipelines on Azure by leveraging GitHub Actions with OIDC federation. This setup eliminates credential rotation burdens and prevents high-privilege credential leakage. The article guides developers through creating federated credentials in Azure AD and configuring GitHub workflows for passwordless authentication. ## Security and Identity ### AWS IAM (1) @@ -179,7 +208,7 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul - **(2021)** [k21academy.com: AWS Secrets Manager](https://k21academy.com/aws-cloud/aws-secrets-manager) [NONE CONTENT] [COMMUNITY-TOOL] β A foundational technical guide to the architecture and operational model of AWS Secrets Manager. The article discusses integration mechanics with AWS RDS, IAM authorization policies, automated rotation via pre-configured Lambda templates, and encryption envelope methods using KMS. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-serverless.md b/v2-docs/aws-serverless.md index 1039d4ff..f8c01506 100644 --- a/v2-docs/aws-serverless.md +++ b/v2-docs/aws-serverless.md @@ -178,7 +178,7 @@ description: "Curated, AI-ranked AWS Serverless resources for the 2026 Cloud Nat - **(2024)** [AWS Step Functions](https://aws.amazon.com/step-functions) [N/A CONTENT] [COMMUNITY-TOOL] β A managed serverless orchestration service that simplifies state machine design for multi-step microservices. It coordinates complex distributed workflows, manages execution state, handles built-in retries, and integrates natively with over 200 AWS services to prevent deep nesting of Lambda functions. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-storage.md b/v2-docs/aws-storage.md index 33949fab..6dfcf53c 100644 --- a/v2-docs/aws-storage.md +++ b/v2-docs/aws-storage.md @@ -101,7 +101,7 @@ description: "Top AWS Storage resources for 2026, AI-ranked: S3 FAQ, EFS Elastic - **(2023)** [blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide](https://awsfundamentals.com/blog/aws-s3-sync) [N/A CONTENT] [COMMUNITY-TOOL] β An extensive guide on using AWS S3 Sync commands, showing how to achieve efficient filesystems syncs between local storage and S3 targets. It explains multi-threading optimization, inclusion/exclusion rules, and integrity checks. This reference is highly valuable for system administrators maintaining basic backup and sync pipelines. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) | [Ibm_Cloud](./ibm_cloud.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/aws-tools-scripts.md b/v2-docs/aws-tools-scripts.md index f44c9312..b8c06045 100644 --- a/v2-docs/aws-tools-scripts.md +++ b/v2-docs/aws-tools-scripts.md @@ -69,7 +69,7 @@ description: "Top AWS Tools Scripts resources for 2026, AI-ranked: Metabadger, e - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) β 14064 [GO CONTENT] πππππ [DE FACTO STANDARD] β An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws-training.md b/v2-docs/aws-training.md index 4356f305..a47f28b1 100644 --- a/v2-docs/aws-training.md +++ b/v2-docs/aws-training.md @@ -18,7 +18,7 @@ description: "Curated, AI-ranked AWS Training resources for the 2026 Cloud Nativ - **(2023)** [A curated list of AWS resources to prepare for the AWS Certifications](https://gist.github.com/leonardofed) [COMMUNITY-TOOL] β A comprehensive, community-maintained GitHub Gist featuring a structured registry of mock exams, official whitepapers, and cloud design cheatsheets. It provides a reliable directory for self-directed preparation across multiple AWS credentials. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/aws.md b/v2-docs/aws.md index 8241b09c..f9806e60 100644 --- a/v2-docs/aws.md +++ b/v2-docs/aws.md @@ -47,12 +47,12 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### General Reference + - **(None)** [](https://docs.aws.amazon.com/AmazonECR/latest/userguide) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. - **(None)** [](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateDBInstance.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - **(None)** [](https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - **(None)** [](https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://docs.aws.amazon.com/AmazonECR/latest/userguide) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - [dzone: AWS Basics](https://dzone.com/articles/aws-basics) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: AWS Basics in the Kubernetes Tools ecosystem. - [dzone: AWS Basics: Bastion Hosts and NAT](https://dzone.com/articles/aws-basics-bastian-hosts-and-nat) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: AWS Basics: Bastion Hosts and NAT in the Kubernetes Tools ecosystem. - [dzone: Five Different Ways to Build AWS Infrastructure](https://dzone.com/articles/five-different-ways-to-build-aws-infrastructure) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: Five Different Ways to Build AWS Infrastructure in the Kubernetes Tools ecosystem. @@ -114,7 +114,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [Building highly resilient applications with on-premises interdependencies using AWS Local Zones](https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones) [N/A CONTENT] [ADVANCED LEVEL] [LEGACY] β An enterprise resilience design guide integrating AWS Local Zones with legacy on-premises systems. It addresses key edge architectures, detailing hybrid replication strategies, localized failovers, and latency-sensitive synchronization protocols. #### Infrastructure As Code - - **(2022)** [youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp π](https://www.youtube.com/watch?v=zA8guDqfv40) [COMMUNITY-TOOL] β A comprehensive, open-access video bootcamp by freeCodeCamp focusing on AWS CloudFormation. Teaches declarative resource provisioning, nested templates, drift detection, and deployment strategies for managing large AWS architectures as code. - **(2021)** [New digital course and lab: AWS Cloud Development Kit (CDK) Primer](https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer) [COMMUNITY-TOOL] [GUIDE] β Introduction to the AWS Cloud Development Kit (CDK) framework. Teaches developers how to define cloud infrastructure using familiar programming languages (TypeScript, Python) rather than declarative JSON or YAML, maximizing code reusability and CI/CD integration. #### Learning and News @@ -235,11 +234,19 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Web Servers - **(2016)** [AWS Elastic Beanstalk Supports Nginx Proxy Server with Tomcat](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat) [DOCUMENTATION] [COMMUNITY-TOOL] β Feature documentation announcing native Nginx reverse proxy configurations sitting in front of Apache Tomcat platforms in Beanstalk. Optimizes delivery of static assets and client routing. +### AWS Automation + +#### Serverless Orchestration + + - **(2026)** [Enhanced Local IDE Experience for AWS Step Functions](https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions) [NONE CONTENT] [COMMUNITY-TOOL] β Details local IDE integration utilities for designing and tracing AWS Step Functions. Enhances developer inner-loops by rendering local visual workflow representations and offering live Amazon States Language schema validation directly in-editor. ### AWS Ecosystem #### Audio Learning - **(2026)** [Stitcher AWS Podcasts](https://www.stitcher.com/podcast/amazon-web-services/aws-podcast) [COMMUNITY-TOOL] β Stitcher repository hosting the AWS Podcast network. Features architectural retrospectives, engineering deep-dives, and service evolution analyses presented by active cloud product managers. +#### Cloud Services + + - **(2026)** [AWS DevOps π](https://aws.amazon.com/devops) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β AWSβs primary DevOps portal, presenting their native continuous delivery and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation. While curator listings highlight frictionless integration with EC2 and ECS, live architectural patterns in 2026 showcase teams frequently combining AWS-native compute with cloud-agnostic deployment runtimes to avoid platform lock-in. #### Open Source Strategy - **(2026)** [infoworld.com: Amazonβs quiet open source revolution](https://www.infoworld.com/article/2338356/amazon-s-quiet-open-source-revolution.html) [COMMUNITY-TOOL] β An analytical exploration detailing AWS's transition from open-source software consumer to an active co-developer and primary maintainer. Discusses strategic projects like OpenSearch and Valkey, examining the structural tension and evolving relationships between public clouds and software vendors. @@ -388,20 +395,34 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### AWS Lightsail - **(2026)** [AWS LightSail](https://aws.amazon.com/lightsail) [N/A CONTENT] [COMMUNITY-TOOL] β Curator Insight presents AWS Lightsail as a simplified, cost-predictable virtual private server (VPS) alternative to raw EC2. Live Grounding confirms Lightsail is widely used in 2026 for small-scale projects, staging environments, and rapid WP deployments, offering pre-configured blueprints and straightforward billing. -## Cloud Infrastructure and Orchestration +## Cloud Native -### Public Cloud Administration +### AWS (2) -#### AWS Fundamentals +#### Governance (1) - - **(2023)** [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [SPANISH CONTENT] [COMMUNITY-TOOL] β Comprehensive Spanish instructional syllabus targeting the AWS Certified Cloud Practitioner domain. Details key global infrastructure components, core services (EC2, S3, RDS, VPC), billing architectures, and foundational security frameworks. +##### AWS Organizations + + - **(2024)** [AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively](https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively) [COMMUNITY-TOOL] β Explores core configuration benefits of AWS Organizations for multi-account governance. Highlights service control policies (SCPs), unified billing, and secure programmatic account instantiation using IaC. +### Kubernetes + +#### Rancher Management + + - **(2022)** [aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment](https://aws-quickstart.github.io/quickstart-eks-rancher) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Official AWS Quick Start reference guide for standing up Rancher on AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise operations teams a unified interface to govern multiple downstream clusters, enforce unified RBAC models, and manage complex multi-tenant environments. ## Cloud Native Infrastructure ### Service Mesh -#### AWS (2) +#### AWS (3) - **(2022)** [aws.amazon.com/app-mesh](https://aws.amazon.com/app-mesh) [DOCUMENTATION] [LEGACY] β Live Grounding Synthesis: Built on Envoy as AWS's managed service mesh, AWS App Mesh was deprecated in late 2024 and fully sunsetted. Platform teams are urged to transition to Amazon ECS Service Connect or Amazon VPC Lattice. +## Cloud Native Platforms + +### AWS (4) + +#### Managed Observability + + - **(2026)** [Amazon Managed Service for Prometheus](https://aws.amazon.com/prometheus) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β AWS fully-managed metric service designed around open-source Cortex core architecture. Automatically scales telemetry storage, ingestion, and query resources in secure enterprise environments. ## Cloud Platform ### AWS Infrastructure @@ -426,6 +447,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [AWS Management Tools Blog](https://aws.amazon.com/blogs/mt) [N/A CONTENT] [COMMUNITY-TOOL] β The official AWS Management and Governance Tools Blog, serving as the authority on systems manager, Config, CloudTrail, and CloudWatch updates. It hosts standard architectures for designing observability frameworks and cloud optimization. Crucial for enterprise platform administrators ensuring alignment with modern AWS best practices. - **(2023)** [aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line](https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line) [N/A CONTENT] [COMMUNITY-TOOL] β An AWS Developer blog introducing automated command-line capabilities for Amazon CodeWhisperer. It highlights AI-driven command completion and automatic CLI parameter translation directly in modern terminal emulators. Essential for platform engineers aiming to dramatically accelerate shell and infrastructure-as-code scripting efficiency. - **(2022)** [genbeta.com: Amazon lanza CodeWhisperer, su propia alternativa a GitHub Copilotβ¦ que no insertarΓ‘ cΓ³digo ya licenciado sin avisar](https://www.genbeta.com/desarrollo/amazon-lanza-codewhisperer-su-propia-alternativa-a-github-copilot-que-no-insertara-codigo-licenciado-avisar) [N/A CONTENT] [COMMUNITY-TOOL] β A Spanish Genbeta article introducing Amazon CodeWhisperer as AWS's direct competitor to GitHub Copilot, emphasizing its unique compliance filters to avoid licensing violations. While historically accurate regarding CodeWhisperer's initial launch features, the service has since evolved into Amazon Q Developer, with a broader security and multi-file architecture focus. + - **(2021)** [AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with over 200 new resource types π](https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code) [N/A CONTENT] [COMMUNITY-TOOL] β An AWS announcement highlighting the release of updated AWS Toolkits for popular IDEs (Cloud9, JetBrains, VS Code), expanding interaction capabilities to over 200 resource types. This update greatly reduced context switching for developers, enabling local generation of IAM, DynamoDB, and CloudFormation schemas without visiting the AWS web console. #### Identity Management - **(2022)** [dev.to/franciscogm: AWS CLI SSO made easy](https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9) [N/A CONTENT] [COMMUNITY-TOOL] β A developer-focused guide showing how to simplify multi-account authorization using the AWS CLI and AWS IAM Identity Center (formerly AWS Single Sign-On). It demonstrates optimal config profile structures to enable rapid terminal-based authentication. Highly valued by security administrators striving to eliminate long-term credentials on local workstations. @@ -461,7 +483,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2022)** [aboutamazon.es: AWS acelera la apertura de la RegiΓ³n AWS Europa (EspaΓ±a) para apoyar la transformaciΓ³n digital de EspaΓ±a](https://www.aboutamazon.es/noticias/aws/la-region-aws-europa-espana-apoya-la-transformacion-digital-en-el-pais) [SPANISH CONTENT] [COMMUNITY-TOOL] β An Amazon corporate press announcement documenting the accelerated opening of the AWS Europe (Spain) Region. Outlines how multi-billion-euro long-term infrastructure investments drive digital transformation. ## Cloud Providers -### AWS (3) +### AWS (5) #### Operations (1) @@ -529,7 +551,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2020)** [cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment From Release?](https://platform.qa.com/login) [N/A CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Architectural analysis of separating physical code deployment from logical user release. Examines the use of feature flag systems and proxy-level traffic management to perform risk-free production promotions. ## Edge and Iot -### AWS (4) +### AWS (6) #### Iot Platforms @@ -598,6 +620,11 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### AWS Templates - **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos/#aws-samples-boilerplates) [MULTI-LANGUAGE CONTENT] [COMMUNITY-TOOL] β A consolidated hub of official and community AWS deployment samples. Houses structured patterns and CloudFormation/Terraform codebases to fast-track prototype development in compliance with AWS architecture standards. +### CICD (2) + +#### Self-hosted Runners + + - **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [GO CONTENT] [COMMUNITY-TOOL] β An innovative open-source self-hosting solution that provisions fast, secure, on-demand EC2 single-use runners for GitHub Actions on AWS. Offers extreme cost reductions (up to 10x) utilizing EC2 spot instances with minimal boot delays. ## Kubernetes and Platform Engineering ### Modernization Tools @@ -722,7 +749,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [localstack.cloud](https://www.localstack.cloud) [PYTHON CONTENT] [COMMUNITY-TOOL] β Curator Insight highlights the enterprise cloud platform offering advanced local emulation of AWS services. Live Grounding reinforces that LocalStack has become the industry standard for offline AWS cloud development, supporting complex services like IAM, EKS, and RDS, which radically reduces cloud spend and speeds up inner-loop iteration cycles. --- -π‘ **Explore Related:** [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) | [Googlecloudplatform](./GoogleCloudPlatform.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/azure.md b/v2-docs/azure.md index f1d3ea42..2bbd6362 100644 --- a/v2-docs/azure.md +++ b/v2-docs/azure.md @@ -22,8 +22,8 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### General Reference - - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - **(None)** [](https://learn.microsoft.com/en-us/entra/external-id/cross-tenant-access-overview) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. + - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - **(None)** [](https://learn.microsoft.com/en-us/azure/architecture/patterns) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. - **(None)** [](https://learn.microsoft.com/en-us/azure/azure-resource-manager/templates/template-specs) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. - [stackoverflow.com: What is the difference between an Azure tenant and' Azure subscription?](https://stackoverflow.com/questions/47307368/what-is-the-difference-between-an-azure-tenant-and-azure-subscription) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==stackoverflow.com: What is the difference between an Azure tenant and' Azure subscription?== in the Kubernetes Tools ecosystem. @@ -109,6 +109,11 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Devtest Labs - **(2025)** [learn.microsoft.com: DevTest and DevOps for microservice solutions](https://learn.microsoft.com/en-us/azure/devtest-labs) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Official framework documentation detailing the integration of Azure DevTest Labs with modern DevOps pipelines. Focuses on setting up elastic testing environments and managing resource consumption patterns. +### Git Integration + +#### Azure DevOps + + - **(2024)** [cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate Guide π](https://ine.com) [NONE CONTENT] [COMMUNITY-TOOL] β An extensive workflow guide demonstrating advanced Git version control configurations within Azure DevOps projects. Shows how to set up strict PR approval limits and automated checkouts. ### Observability (1) #### DevOps Dashboard @@ -116,7 +121,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2024)** [==Azure DevOps Dashboard==](https://github.com/cschotte/Azure-DevOps-Dashboard) β 16 [JAVASCRIPT CONTENT] πππππ [DE FACTO STANDARD] β Community-driven dashboard tool for monitoring multi-project pipelines and deployment progress inside a single, unified view. Helps development leads observe pipeline backlogs and release tempos. ### Pipeline Integration -#### Azure DevOps +#### Azure DevOps (1) - **(2024)** [dev.to: Setting up a CI-CD Pipeline Using Azure DevOps π](https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb) [YAML CONTENT] [COMMUNITY-TOOL] β Clear walk-through of establishing initial continuous delivery templates in Azure DevOps. Covers agent configurations, testing setups, and artifact publishing phases. ### SDLC Optimization @@ -124,11 +129,24 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Azure DevOps Platform - **(2023)** [zartis.com: Simplify Your SDLC with Azure DevOps π](https://www.zartis.com/simplify-your-sdlc-with-azure-devops) [NONE CONTENT] [COMMUNITY-TOOL] β Explores structural methods to decrease release lead-times by leveraging integrated boards, automated tests, and deployment gates inside the Azure DevOps ecosystem. +### Security + +#### Network Access Control + + - **(2024)** [Update to Azure DevOps Allowed IP Addresses](https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses) [NONE CONTENT] [COMMUNITY-TOOL] β Official update outlining changes in public IP routing paths for Azure DevOps hosted agents. Crucial information for maintaining zero-trust firewall configurations. ### Security and Compliance +#### Access Control + + - **(2024)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explains how to implement OIDC (OpenID Connect) federated identity credentials between GitHub Actions and Microsoft Azure. Eliminates the critical security risk of long-lived corporate service principal credentials by relying on cryptographically short-lived runtime tokens. #### Release Gates - **(2021)** [devblogs.microsoft.com: Controlling Release Pipelines with Gates and Azure Policy Compliance π](https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-and-azure-policy-compliance) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Deep technical look into establishing policy-driven release criteria. Explores how to query Azure Policy health before authorizing multi-stage production promotions, establishing guardrails against configuration drifts. +### Security and Supply Chain + +#### Dependabot + + - **(2025)** [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [YAML CONTENT] [COMMUNITY-TOOL] β A configuration guide describing the implementation of automated Dependabot scanning mechanisms inside Azure DevOps repositories to detect and secure third-party dependencies. ### Security Scanning #### Scout Suite Integration @@ -139,6 +157,16 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Azure DevOps Pipelines - **(2024)** [==github.com/nnellans/ado-pipelines-guide: Azure DevOps YAML Pipelines Guide' π==](https://github.com/nnellans/ado-pipelines-guide) β 74 [YAML CONTENT] πππππ [DE FACTO STANDARD] β A structured, community-created repository gathering YAML pipeline configurations and boilerplate templates. Focuses on standardized modular task integration and multi-stage configurations. +### Terraform + +#### Azure DevOps Pipelines (1) + + - **(2025)** [Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)](https://deniscooper.co.uk/azure-devops-terraform-pipeline) [YAML CONTENT] [COMMUNITY-TOOL] β A comprehensive configuration guide showing how to set up robust, multi-stage YAML pipelines in Azure DevOps for Terraform configurations. Solves remote backend locking and authentication hurdles. +### Terraform Testing + +#### Azure DevOps (2) + + - **(2025)** [Automate Terraform Testing with Azure DevOps Pipelines](https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines) [YAML CONTENT] [COMMUNITY-TOOL] β Detailed technical blueprint demonstrating the integration of automated security verification and configuration syntax checks inside Azure DevOps release steps for HashiCorp Terraform. ### Training #### Azure DevOps Paths @@ -153,6 +181,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2026)** [==learn.microsoft.com: Environment variables and app settings in Azure App Service==](https://learn.microsoft.com/en-us/azure/app-service/reference-app-settings) [N/A CONTENT] πππππ [DE FACTO STANDARD] β Official reference detailing how App Settings and Connection Strings map directly to environment variables at container execution time. It covers critical security aspects, including referencing Key Vault secrets natively to prevent plaintext credential leaks in code. This configuration framework forms the architectural baseline for deploying portable, 12-factor cloud-native applications. #### App Service Diagnostics + - **(2025)** [**Azure App Service Auto-Heal: Capturing Relevant Data During Performance Issues**](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-app-service-auto-heal-capturing-relevant-data-during-performance-issues/4390351) [N/A CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β A technical breakdown of the Azure App Service Auto-Heal capability, showing how to trigger automated mitigation actions during performance regressions. It explains how to collect diagnostic artifacts, such as thread dumps, memory dumps, and profiler traces, right before an instance restarts. This proactive debugging practice prevents transient microservice failures from escalating into major outages. - **(2024)** [azure.github.io/AppService: General availability of Diagnostics tools for App Service on Linux Node.js apps](https://azure.github.io/AppService/2024/01/05/Diagnose-Tools-for-NodeJs-Linux-apps.html) [NODE.JS CONTENT] πππ [COMMUNITY-TOOL] β Announcement and documentation highlighting advanced diagnostic tools built specifically for Node.js workloads running on Linux-based Azure App Services. It explains the integration of CPU profiling, memory allocation tracking, and automated core dump collection. These tools enable real-time analysis of single-threaded event loop blockages and memory leaks directly from the Azure portal. #### Custom Containers @@ -177,6 +206,15 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2026)** [learn.microsoft.com: Azure Well-Architected Framework](https://learn.microsoft.com/en-us/azure/well-architected) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β The core blueprint for building high-quality cloud workloads on Azure, structured around five pillars: Reliability, Security, Cost Optimization, Operational Excellence, and Performance Efficiency. It establishes technical evaluation criteria and optimization strategies for running stable, secure cloud-native environments. Real-world implementation leverages these design principles for systematic, self-healing infrastructures. - **(2023)** [infoq.com: Microsoft Refreshes its Well-Architected Framework](https://www.infoq.com/news/2023/11/azure-well-architected-framework) [NONE CONTENT] [COMMUNITY-TOOL] β An industry review highlighting Microsoft's updates to the Well-Architected Framework (WAF) to better support modern cloud-native systems. Key improvements emphasize granular workload guides, prescriptive technical patterns, and streamlined cost optimization techniques. The refresh ensures the framework evolves alongside rapid shifts in containerization and modern distributed patterns. +### Governance + +#### Azure + +##### Cloud Adoption Framework + +###### Monitoring + + - **(2024)** [Monitor your Azure cloud estate - Cloud Adoption Framework](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor) [DOCUMENTATION] [COMMUNITY-TOOL] β Microsoft's official framework for implementing enterprise-wide monitoring strategies across Azure subscription models. It details Azure Monitor integrations, Log Analytics configurations, and service-level baseline configurations. Curator Insight: Strategic enterprise adoption guide. Live Grounding: Focuses heavily on mapping technical telemetry directly to business outcomes and platform compliance frameworks. ### Paas #### App Service @@ -258,6 +296,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga ##### Pull Request Feedback - **(2023)** [gist.github.com: This snippet contains the steps to generate a terraform' plan and post it as a comment of a pull request in Azure DevOps](https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597) [POWERSHELL CONTENT] πππ [COMMUNITY-TOOL] β A PowerShell-driven automation script that extracts Terraform plans and posts them directly as rich markdown comments in Azure DevOps Pull Requests. Live 2026 engineering audits show that while native extensions offer similar behaviors, custom gists are widely used to maintain clean PR review workflows. + - **(2022)** [thomasthornton.cloud: Deploy Terraform using Azure DevOps](https://thomasthornton.cloud/deploy-terraform-using-azure-devops) πππ [COMMUNITY-TOOL] β A guide on orchestrating Terraform plan and apply commands using Azure DevOps YAML pipelines. While curator insights center on simple task execution and state file security, 2026 enterprise engineering standards require using OpenID Connect (OIDC) Workload Identity instead of hardcoded client secrets to run automated deployments. ### Platform Engineering #### Azure DevOps Architecture @@ -293,6 +332,8 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Landing Zones + - **(2026)** [Azure Landing Zone Technical Documentation](https://azure.github.io/Azure-Landing-Zones) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Central knowledge base for Azure Landing Zones (ALZ) design principles and implementations. This portal provides guidance on identity management, network topology, subscription organization, and proactive governance policies. It acts as the key blueprint for deploying scalable multi-subscription cloud platform architectures. + - **(2026)** [Azure Landing Zone - Microsoft Cloud Adoption Framework](https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Explains the architectural principles of Azure Landing Zones under the Microsoft CAF. It emphasizes separation of concerns across management, connectivity, and identity planes, while using custom policy assignments for automated control. This guidance helps platform teams establish a robust foundation for onboarding application workloads. - **(2024)** [techcommunity.microsoft.com: From Zero to Hero with Azure Landing Zones](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-azure-landing-zones/4229195) [NONE CONTENT] [COMMUNITY-TOOL] β A comprehensive onboarding guide tailored for startups and mid-market organizations deploying Azure Landing Zones. It outlines pragmatically scaled-down approaches to core governance and subscription models. This minimizes initial operational overhead while ensuring compliance and seamless path-to-scale capability. ### Frameworks (1) @@ -328,6 +369,9 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### AKS Fleet Manager - **(2024)** [github.com/azure/fleet](https://github.com/azure/fleet) β 224 [GO CONTENT] [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β Explores Azure Kubernetes Service (AKS) Fleet Manager, designed for multi-cluster fleet-wide management. Coordinates application rollouts, implements global ingress configurations, and automates orchestrator upgrades across distributed topologies. +#### AKS Integration + + - **(2023)** [techcommunity.microsoft.com: How to install an AKS cluster with the Istio service mesh add-on via Bicep](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069) [BICEP CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explores the automated provisioning of Azure Kubernetes Service (AKS) coupled with the native Istio service mesh add-on using Bicep. This blueprint demonstrates declarative service mesh lifecycle management, reducing manual Helm or post-deployment orchestration overhead. ### Container Storage #### Cloud Native Storage @@ -343,7 +387,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Azure Provisioning - **(2024)** [techcommunity.microsoft.com: Infra in Azure for Developers - The How (Part 2)](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-how-part-2/4046385) [BICEP CONTENT] [COMMUNITY-TOOL] β Explains DevOps-centric infrastructure integration, detailing how developers can design, scale, and manage cloud footprints utilizing developer-focused IaC patterns. Focuses on developer self-service while adhering to guardrails. -### Governance +### Governance (1) #### Enterprise Naming @@ -384,6 +428,9 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Standardization - **(2023)** [techcommunity.microsoft.com: (Part-1) Leverage Bicep: Standard model to Automate Azure IaaS deployment](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/part-1-leverage-bicep-standard-model-to-automate-azure-iaas-deployment/3804348) [BICEP CONTENT] [COMMUNITY-TOOL] β Presents a standardized, enterprise-grade model for automating Azure IaaS deployments using modular Bicep templates. Focuses on architectural separation of concerns, decoupling networking, storage, and compute layers into reusable sub-modules. +#### Terraform AVM + + - **(2024)** [learn.microsoft.com: Introduction to using Azure Verified Modules for Terraform](https://learn.microsoft.com/en-us/samples/azure-samples/avm-terraform-labs/avm-terraform-labs) [TERRAFORM CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Details the application of Azure Verified Modules specifically optimized for Terraform configurations. Demonstrates how to write scalable HCL blocks backed by Microsoft-maintained definitions, matching enterprise governance standards. ### Monitoring and Observability #### Azure Monitor Logs @@ -437,6 +484,9 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga ### Gitops and Continuous Delivery +#### Argocd Integration + + - **(2025)** [**Announcing Private Preview: ArgoCD through Microsoft GitOps**](https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747) [N/A CONTENT] ππππ [ENTERPRISE-STABLE] β An announcement regarding native ArgoCD integration managed directly through Azure Arc-enabled Kubernetes and Microsoft GitOps. This development bridges the gap between AKS native extensions and industry-standard GitOps tools, offering declarative cluster state management at scale. It significantly reduces operational overhead by hosting and maintaining control plane elements as a first-class Azure service. #### DevOps Standardization - **(2021)** [techcommunity.microsoft.com: Standardize DevOps practices across hybrid and multicloud environments](https://techcommunity.microsoft.com/blog/itopstalkblog/standardize-devops-practices-across-hybrid-and-multicloud-environments/2795010) [N/A CONTENT] πππ [COMMUNITY-TOOL] β A strategic discussion on leveraging Azure Arc-enabled Kubernetes to enforce standardized CI/CD pipelines and compliance rules across disparate infrastructure. It focuses on using GitOps (via Flux/ArgoCD) and Azure Policy to maintain consistent cluster configurations globally. This operational pattern eliminates configuration drift and reduces administrative friction across hybrid environments. @@ -460,9 +510,17 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Managed Prometheus - **(2023)** [==techcommunity.microsoft.com: Introducing Azure Monitor managed service for Prometheus π==](https://techcommunity.microsoft.com/blog/azureobservabilityblog/introducing-azure-monitor-managed-service-for-prometheus/3600185) [PROMQL CONTENT] πππππ [DE FACTO STANDARD] β Announcement of the native, fully managed Prometheus monitoring service integrated into Azure Monitor. This managed engine allows teams to leverage standard PromQL queries, alerting rules, and Grafana dashboarding without the maintenance complexity of scaling self-hosted Prometheus instances. This service has become the primary standard for collecting metrics from AKS and cloud-native workloads. +#### Network Observability + + - **(2024)** [**techcommunity.microsoft.com: Advanced Network Observability for your Azure Kubernetes Service clusters through Azure Monitor**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736) [KQL CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β Unveiling advanced network observability features for AKS clusters, utilizing eBPF to capture kernel-level network telemetry. It provides deep visibility into pod-to-pod and egress traffic flow, packet drops, DNS resolution latencies, and TCP connection stats. This low-overhead monitoring is essential for debugging transient network issues inside microservices environments. +### Networking and Edge Routing (1) + +#### Gateway API + + - **(2025)** [**Application Gateway for Containers: Istio Integration**](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) [GO / YAML CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An advanced architectural post demonstrating how Azure Application Gateway for Containers (AGC) integrates with Istio Service Mesh via Kubernetes Gateway API. It details how edge traffic routing seamlessly hands off to internal mesh proxy sidecars while preserving end-to-end mTLS and header-based routing. This integration is critical for high-security microservices topologies demanding zero-trust communication. ## Cloud Native Platforms -### Azure +### Azure (1) #### Dedicated Documentation @@ -502,7 +560,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### User Provisioning - **(2023)** [github.com/BrianCollet/onboard-automator](https://github.com/BrianCollet/onboard-automator) β 11 [POWERSHELL CONTENT] [COMMUNITY-TOOL] β Automated pipeline logic designed to simplify employee lifecycle events, managing identity provisioning, security group access control, and user workspaces across Entra ID environments. -### Governance (1) +### Governance (2) #### Finops @@ -543,7 +601,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga ##### Blob Diagnostic - **(2023)** [build5nines.com: Azure CLI: Check if Blob Exists in Azure Storage](https://build5nines.com/azure-cli-check-if-blob-exists-in-azure-storage) [NONE CONTENT] [COMMUNITY-TOOL] β Provides CLI commands to verify file existence inside active cloud storage containers before triggering build scripts. -### Governance (2) +### Governance (3) #### Resource Tagging @@ -676,6 +734,16 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2021)** [teacdmin.net: How To Enable Multiple RDP Sessions on Windows Server](https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server) [COMMUNITY-TOOL] [GUIDE] β System engineering guide detailing how to bypass the standard session limit constraints on Windows Server platforms by configuring Remote Desktop Services (RDS) policies. Explains licensing requirements, group policy objects (GPO), and host configurations to enable multi-user concurrent administrative operations within infrastructure-as-a-service (IaaS) instances. ## Container Orchestration (3) +### AKS Labs + +#### Hands-on Learning + + - **(2026)** [AKS Labs - Introduction](https://azure-samples.github.io/aks-labs/docs/intro) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Hands-on, engineer-designed technical playground for AKS configurations. Deep dives into Advanced CNI options, Cilium-driven security schemas, network boundaries, and workload identity bindings. +### Azure Kubernetes Service + +#### Well-architected Framework (1) + + - **(2026)** [Architecture Best Practices for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Official technical guide mapping Azure Well-Architected Framework (WAF) principles to Azure Kubernetes Service (AKS). It details architectural guidance on cluster networking, high availability, node pools, security integration, and cost management. This serves as the definitive reference for engineering enterprise-grade, highly resilient Kubernetes control and data planes on Azure. ### Operating Systems #### Azure Linux @@ -778,6 +846,13 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Windows Tooling - **(2024)** [==Windows Package Manager CLI (aka winget)==](https://github.com/microsoft/winget-cli) β 26023 [C++ CONTENT] πππππ [DE FACTO STANDARD] β The official open-source repository for winget-cli, Microsoft's Windows Package Manager. Standardizes command-line app deployment, installation, dependency discovery, and workspace updates. +## Developer Tools + +### IDE Extensions + +#### Azure Learning + + - **(2024)** [marketplace.visualstudio.com: Learn Cloud π](https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β Visual Studio Code extension designed to accelerate cloud onboarding directly within the developer workspace. It streamlines access to Azure training modules and sandboxed labs, reducing cognitive context switching during technical training. ## Devsecops and Platform Engineering ### CICD and DevOps @@ -829,6 +904,16 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga ##### Collection Design - **(2021)** [systemcenterdudes.com: Create Operational SCCM Collection Using Powershell Script](https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script) [POWERSHELL CONTENT] [COMMUNITY-TOOL] β Detailed implementation script used to generate 134 structured collection records within MECM/SCCM databases, facilitating structured enterprise application delivery. +## Finops and Cloud Cost + +### Azure Optimization + +#### Landing Zones (2) + + - **(2025)** [==Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for Cost Optimization==](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Details how to configure a FinOps-compliant Azure Landing Zone. Uses Azure Policy and management groups to enforce resource tag policies, mandate budget limits at subscription boundaries, and automate continuous cost governance. +#### Serverless + + - **(2024)** [**Azure Functions Cost Considerations and Optimization**](https://build5nines.com/azure-functions-cost-considerations-and-optimization) ππππ [ENTERPRISE-STABLE] β Examines cost structures and billing patterns in serverless environments, focusing on Azure Functions. Compares Consumption, Premium, and Dedicated App Service plans, outlining how to minimize cold starts and optimize execution runtimes. ## Governance and Management ### API Deprecations @@ -849,9 +934,10 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Kubernetes Compliance - **(2021)** [techcommunity.microsoft.com: Azure Policy for Kubernetes releases support for custom policy](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β Technical deep dive into Azure Policy integration with AKS, highlighting the support for custom policy definitions via OPA Gatekeeper. Enables platform engineers to build and enforce hyper-customized constraints on pods, network namespaces, and registry origins inside Kubernetes clusters. -#### Landing Zones (2) +#### Landing Zones (3) - **(2024)** [==github.com/Azure/Enterprise-Scale: ALZ AMA Update==](https://github.com/Azure/Enterprise-Scale/wiki/ALZ-AMA-Update) β 1942 [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] [LEGACY] β Crucial update tracker for the Azure Landing Zones (ALZ) Enterprise-Scale repository. Outlines migration frameworks and monitoring recommendations as the platform deprecates legacy Log Analytics agents in favor of Azure Monitor Agent (AMA). A vital reference for maintaining compliant enterprise monitoring architecture. + - **(2023)** [Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options](https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options) [COMMUNITY-TOOL] [GUIDE] β Microsoft's Cloud Adoption Framework (CAF) roadmap evaluating landing zone platform deployment options. Evaluates differences between Portal, Bicep, and Terraform implementations, outlining trade-offs in velocity, maintenance overhead, and custom extensibility. #### Resource Metadata - **(2024)** [build5nines.com: Why do Azure Resource Groups have an Azure Region association?](https://build5nines.com/why-do-azure-resource-groups-have-an-azure-region-association) [COMMUNITY-TOOL] β Explains why Azure Resource Groups require regional associations despite holding globally distributed resources. Focuses on metadata retention policies, high-availability architecture of the resource manager control plane, and localized compliance/residency constraints. @@ -1041,6 +1127,14 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Powershell DSC - **(2021)** [docs.microsoft.com: Using configuration data in DSC](https://learn.microsoft.com/en-us/powershell/dsc/configurations/configdata?view=dsc-1.1) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β An official Microsoft technical reference covering the segregation of operational configuration schemas from logic execution steps inside PowerShell Desired State Configuration (DSC) frameworks. +### Networking + +#### Ingress + +##### Azure Application Gateway + + - **(2025)** [==Application Gateway for Containers with AKS Overlay Networking and VNet Flow Logs==](https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-not-so-gentle-intro-4) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β A deep-dive technical investigation of Azure's next-generation Application Gateway for Containers (AGC) running atop AKS Overlay Networking. Details the setup, logging mechanics, and network telemetry capture. + - **(2025)** [**Introduction to Azure Application Gateway for Containers (AGC)**](https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-not-so-gentle-intro-1) ππππ [ENTERPRISE-STABLE] β An introductory architecture guide covering the capabilities of Azure's modern Application Gateway for Containers (AGC). Illustrates how it integrates natively via Gateway API parameters to deliver low-latency application routing. ## Infrastructure and Platform ### Tenant Governance (1) @@ -1052,6 +1146,11 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2024)** [**learn.microsoft.com: Azure subscription and service limits, quotas, and constraints**](https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits) [ADVANCED LEVEL] [DOCUMENTATION] ππππ [ENTERPRISE-STABLE] β A comprehensive catalog of Azure service limits, performance quotas, and resource constraints. Modern platform architects in 2026 actively reference this guide to design resilient, multi-region setups, ensuring applications are built to operate well within subscription and API limits. ## Infrastructure As Code (8) +### AI Integration + +#### Copilot For Azure + + - **(2025)** [Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure](https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514) [NONE CONTENT] [COMMUNITY-TOOL] β Technical optimization guide exploring the use of GitHub Copilot for drafting Bicep, ARM, and Terraform configurations. Shows how to engineer precise prompt schemas to maintain syntax standards. ### ARM Templates #### Template Specs @@ -1060,11 +1159,37 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Training (1) - **(2020)** [thomasmaurer.ch: Learn how to deploy and manage Azure resources with ARM templates](https://www.thomasmaurer.ch/2020/12/learn-how-to-deploy-and-manage-azure-resources-with-arm-templates) [NONE CONTENT] [LEGACY] β A legacy introductory guide for writing declarative Azure Resource Manager (ARM) JSON templates. Although heavily succeeded by Bicep, it provides foundational syntax structure rules. -### Terraform +### Landing Zones (4) -#### Landing Zones (3) +#### Accelerators + + - **(2026)** [Azure Landing Zone IaC Accelerator Release Notes](https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β The official release ledger tracking enhancements, bug fixes, and feature updates for the Azure Landing Zones IaC Accelerator. Essential for platform engineering teams to maintain up-to-date, compliant architectures using official Terraform or Bicep modules. It keeps organizations informed on modern security baseline integrations and multi-tenant tooling enhancements. + - **(2024)** [techcommunity.microsoft.com: Azure Landing Zones Accelerators for Bicep and Terraform. Announcing General Availability!](https://techcommunity.microsoft.com/blog/azuretoolsblog/azure-landing-zones-accelerators-for-bicep-and-terraform-announcing-general-avai/4029866) [BICEP CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β GA announcement of the official Bicep and Terraform accelerators designed for deploying Azure Landing Zones (ALZ). These accelerators provide enterprise developers with template-driven deployment mechanisms for core platform hubs and spokes, reducing manual deployment errors and accelerating migration timelines. +#### Azure Verified Modules (1) + + - **(2026)** [Enterprise-Scale Azure Subscription Vending Using Azure Verified Modules (AVM)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Demonstrates enterprise subscription vending architectures powered by Azure Verified Modules (AVM). This automated design leverages Terraform and Bicep to standardize resource organization, virtual network integration, and governance controls. Architects use subscription vending to scale and provision environments reliably in multi-tenant frameworks. +### Terraform (1) + +#### Azure Verified Modules (2) + + - **(2025)** [Announcing General Availability of Terraform Azure Verified Modules for Platform Landing Zone (ALZ)](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-general-availability-of-terraform-azure-verified-modules-for-platform/4366027) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Details the general availability of Terraform-based Azure Verified Modules (AVM) for constructing platform landing zones. These modules offer verified, highly robust IaC templates that align with Microsoft's official structural guidelines. This release significantly reduces the development overhead required to build enterprise platform hubs. +#### Entra ID Integration + + - **(2024)** [Terraform: Get User Principal Name (UPN) of User Running Deployment without Entra ID Read Permissions](https://build5nines.com/terraform-get-user-principal-name-upn-of-user-running-deployment-without-entra-id-read-permissions) [HCL CONTENT] [COMMUNITY-TOOL] β A focused technical workaround detailing how to dynamically capture the current executing User Principal Name (UPN) inside Terraform scripts without relying on wide Microsoft Entra ID read access. +#### Export Utility + + - **(2025)** [Export Terraform Code from the Azure Portal](https://mattias.engineer/blog/2025/azure-portal-export-terraform) [NONE CONTENT] [LEGACY] β A practical exploration of the Azure Portal's feature for exporting active cloud resource configurations directly into functional HashiCorp Terraform modules. Decreases setup friction for legacy system migrations. +#### Landing Zones (5) - **(2023)** [techcommunity.microsoft.com: Azure landing zones custom archetypes using Terraform](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-landing-zones-custom-archetypes-using-terraform/3791172) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Discusses the implementation of custom landing zone archetypes within the Terraform ALZ module framework. This approach allows enterprise architects to define bespoke governance and policy models that can be systematically replicated. It provides deep technical insight into extending default ALZ templates to meet complex, non-standard organizational requirements. +#### Official Integration + + - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Official announcement detailing native preview features to export existing Azure assets into declarative Terraform code blocks directly inside the portal interface. Eliminates reliance on custom parsing tools. +### Terraform Modules + +#### IPAM + + - **(2025)** [Terraform Azure Resource IPAM Module](https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Specialized Terraform registry module designed to automate IP Address Management (IPAM) inside multi-VNet architectures. Standardizes subnetworking allocations dynamically to prevent prefix overlapping. ### Terraform Providers #### Azure IPAM @@ -1104,7 +1229,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga ##### Nuget Providers - **(2022)** [devblogs.microsoft.com: When PowerShellGet v1 fails to install the NuGet Provider](https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install-the-nuget-provider) [POWERSHELL CONTENT] [COMMUNITY-TOOL] β Diagnoses failure patterns on PowerShellGet v1 when attempting download and setup of external NuGet provider instances. Guides administrator remediation steps via modern TLS and bootstrapping settings. -### Governance (3) +### Governance (4) #### Enterprise Policy As Code @@ -1238,7 +1363,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Architecture Baselines - **(2024)** [learn.microsoft.com: Azure network security overview](https://learn.microsoft.com/en-us/azure/security/fundamentals/network-overview) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Comprehensive structural baseline for cloud perimeter security, private links, virtual firewalls, and application gateways. Forms the backbone of Azure's architectural recommendations for implementing defense-in-depth security. -## Networking +## Networking (1) ### Infrastructure As Code (10) @@ -1315,10 +1440,13 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Azure Sandbox - **(2026)** [Azure Sandbox](https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox) [BICEP CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β A highly structured framework for rapidly spinning up isolated, secure development environments (sandboxes) on Azure. The architecture features pre-configured networking, automated lifecycle policies to prevent cost overrun, and mock workloads. It is perfect for developers to safely test cloud-native architectures and PoCs. -## Security +## Security (1) ### Identity and Access (2) +#### AKS + + - **(2024)** [From Zero to Hero with Identity and Access Control in Azure Kubernetes Service](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β A comprehensive handbook for architecting identity boundaries in Azure Kubernetes Service (AKS). It details the integration of Entra ID with native Kubernetes RBAC to eliminate static credentials. Utilizing managed identities ensures secure, audit-compliant interactions with external Azure cloud assets. #### OIDC Integration - **(2023)** [techcommunity.microsoft.com: Introduction to Azure DevOps Workload identity federation (OIDC) with Terraform](https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=t32RGeYIHrLX7VZiIP5Idsc47642cGWeSnDaow_6xtt0AVO-pN2q_aKbw0Dw-5VfiAvlYRC6AjPqIjJ7tTD1oClJ2fvT9BIa-6OwFcbLVaGkbYkIAE0gmCezmGXRDrJwzJR9YyiSjnMURsQeirF4CS5A4QI2afRW2Y563huvTZiWPqnMHS5Lx_G1x1stZSViKRMJRdvOE0G-tlOGg5nQw1Q4Ie55Bqkrtp6BguyPyVA&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β Technical guide on configuring Azure DevOps Workload Identity Federation with Terraform. Explains using OIDC to exchange short-lived federated credentials, eliminating the need to store long-lived cloud secret keys inside pipeline variables. @@ -1327,6 +1455,13 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Azure Firewall - **(2024)** [==github.com/nicolgit/azure-firewall-mon: az-firewall-mon==](https://github.com/nicolgit/azure-firewall-mon) β 91 [JAVASCRIPT CONTENT] πππππ [DE FACTO STANDARD] β Real-time log viewer utility for Azure Firewall. Parses JSON diagnostic streams directly from Log Analytics, providing colorized output detailing connection actions (allow/deny) on live terminals. +### Secrets Management + +#### Cloud Integrations + +##### Azure (2) + + - **(2025)** [Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)](https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662) [COMMUNITY-TOOL] β Explores key architectural patterns for integrating Azure Key Vault (AKV) with Azure Kubernetes Service (AKS). Reviews Azure AD Workload Identity federation, the Secrets Store CSI Driver, and AKS-native mechanisms. Enables engineering teams to eliminate static cloud credentials from cluster runtime contexts. ### Threat Hunting #### Active Directory (1) @@ -1440,7 +1575,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2024)** [==Azure-Samples/jmeter-aci-terraform==](https://github.com/Azure-Samples/jmeter-aci-terraform) β 119 [HCL CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β IaC template leveraging Terraform to provision distributed Apache JMeter load testing engines within Azure Container Instances (ACI). Allows engineers to spin up high-throughput parallel load agents in serverless environments without cluster maintenance. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) | [Googlecloudplatform](./GoogleCloudPlatform.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/caching.md b/v2-docs/caching.md index d589a2a8..efd54604 100644 --- a/v2-docs/caching.md +++ b/v2-docs/caching.md @@ -51,6 +51,13 @@ description: "Top Caching resources for 2026, AI-ranked: Red Hat Data Grid, Varn #### Tau Edge - **(2025)** [==github.com/taubyte/tau: Tau==](https://github.com/taubyte/tau) β 5051 [GO CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Tau is an innovative, high-performance decentralized computing platform running WebAssembly (Wasm) workloads on the edge. It integrates autonomous routing, multi-tenant serverless orchestration, and distributed transactional db sync natively without standard cloud overhead. +## Infrastructure + +### Caching + +#### Redis + + - **(2023)** [Redis](https://redis.io) [C CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β The documentation portal for Redis, an in-memory data store used as a cache, database, and message broker. It highlights key features like replication, clustering, and data structures (such as Streams and Sorted Sets) that power real-time apps. ## Infrastructure and Caching ### Database and Storage @@ -103,14 +110,14 @@ description: "Top Caching resources for 2026, AI-ranked: Red Hat Data Grid, Varn - **(2023)** [haproxy.com: The HAProxy Enterprise WAF π](https://www.haproxy.com/blog/the-haproxy-enterprise-waf) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Product portal for HAProxy's Enterprise Web Application Firewall (WAF). It reviews native layer 7 filtering options, custom protection rule sets, and performance profiles designed to mitigate OWASP risks at high traffic volume. ## Performance -### Caching +### Caching (1) #### Varnish On RHEL - **(2021)** [varnish-cache.org: Installation on RedHat](https://vinyl-cache.org/docs/trunk/installation/index.html) [C CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Deployment documentation detailing how to install and configure Varnish Cache on RedHat Enterprise Linux. Focuses on setting up Varnish as an edge reverse-proxy caching layer to handle high-concurrency HTTP/S read operations in web services. --- -π‘ **Explore Related:** [Istio](./istio.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) +π‘ **Explore Related:** [Networking](./networking.md) | [Web Servers](./web-servers.md) | [Cloudflare](./cloudflare.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/chaos-engineering.md b/v2-docs/chaos-engineering.md index 1ceb4fe7..a21a5131 100644 --- a/v2-docs/chaos-engineering.md +++ b/v2-docs/chaos-engineering.md @@ -21,6 +21,13 @@ description: "Top Chaos Engineering resources for 2026, AI-ranked: chaosblade, C ### Awesome Lists - **(2023)** [==Awesome Chaos Engineering==](https://github.com/dastergon/awesome-chaos-engineering) β 6589 πππππ [DE FACTO STANDARD] β The premier curated directory of resources, tools, and papers dedicated to the practice of Chaos Engineering. It indexes tools for simulating network latency, injecting resource stress, and terminating instances across various platforms, with a strong focus on cloud-native environments. This is a must-have reference for engineering teams building self-healing, fault-tolerant distributed systems. +## Platform Engineering + +### Design Methodology + +#### Platform Democracy + + - **(2023)** [Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform](https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explores the shift from top-down platform imposition to a collaborative platform democracy model where users actively influence platform features. Focuses on Kratix-style platform design that co-creates platform capabilities to better align with actual developer workflows and organizational requirements. ## Resilience ### Chaos Engineering (1) @@ -78,7 +85,7 @@ description: "Top Chaos Engineering resources for 2026, AI-ranked: chaosblade, C - **(2021)** [thenewstack.io: Develop a Daily Reporting System for Chaos Mesh to Improve System Resilience](https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience) [COMMUNITY-TOOL] β Details the development of a daily scheduled reporting workflow for Chaos Mesh. Explains how to parse and visualize test experiment outcomes, providing automated resilience scores and history charts for technical stakeholders. --- -π‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [DevOps](./devops.md) | [Developerportals](./developerportals.md) +π‘ **Explore Related:** [Developerportals](./developerportals.md) | [QA](./qa.md) | [Project Management Tools](./project-management-tools.md) -π **See Also:** [AWS Databases](./aws-databases.md) | [AWS](./aws.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/chatgpt.md b/v2-docs/chatgpt.md index c8c032dc..7d289328 100644 --- a/v2-docs/chatgpt.md +++ b/v2-docs/chatgpt.md @@ -9,14 +9,21 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Thin !!! info "Architectural Context" Detailed reference for ChatGPT in the context of AI. +## AI and Platform Engineering + +### AI Assistants + +#### Developer Productivity + + - **(2025)** [GitHub Copilot Now Explains Failed Actions Jobs (GA)](https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga) [COMMUNITY-TOOL] β General availability announcement detailing Copilot's integration into the GitHub Actions run logs. Empowers engineers to ask AI to interpret errors, trace failures, and propose immediate pipeline repair steps. ## Architectural Foundations ### Kubernetes Tools #### General Reference - - [Tech companies cutting devs for AI](https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Tech companies cutting devs for AI in the Kubernetes Tools ecosystem. - [Discussion: Where is AI Still Completely Useless?](https://www.reddit.com/r/Terraform/comments/1l7my1x/where_is_ai_still_completely_useless_for) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Discussion: Where is AI Still Completely Useless? in the Kubernetes Tools ecosystem. + - [Tech companies cutting devs for AI](https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Tech companies cutting devs for AI in the Kubernetes Tools ecosystem. ## Artificial Intelligence ### Deep Learning @@ -28,7 +35,7 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Thin ### Prompt Engineering -#### Developer Productivity +#### Developer Productivity (1) - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) β 3761 [MARKDOWN CONTENT] ππππ [ENTERPRISE-STABLE] β A master curation of system-level prompt templates specifically optimized for Google NotebookLM. It accelerates complex source material ingestions, contextual extractions, and structured summarizing processes for technical architects. (Live Grounding: Highlights the 2026 intersection of AI workflow orchestration and engineering documentation maintenance). ## Cloud Native Infrastructure @@ -46,13 +53,6 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Thin #### Declarative Manifests - [github.com/robusta-dev/chatgpt-yaml-generator](https://github.com/robusta-dev/chatgpt-yaml-generator) β 117 [COMMUNITY-TOOL] β A tailored schema wizard matching generative prompts to robust Kubernetes structures. Generates production-ready configurations containing service boundaries, volume bindings, and routing structures. -## Cloud Native Operations - -### Ai-powered Operations aiops - -#### Kubernetes Troubleshooting - - - **(2023)** [k8sgpt.ai](https://k8sgpt.ai) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β An innovative, community-driven tool that integrates LLMs directly with Kubernetes diagnostic commands. By parsing cluster states, configuration anomalies, and system logs, k8sgpt provides clear explanations and automated remediation commands. It is a premier tool in the shift towards AI-powered autonomous operations (AIOps). ## Data Analysis ### Spreadsheet Automation @@ -86,11 +86,6 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Thin - [genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo' Google](https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google) [SPANISH CONTENT] [COMMUNITY-TOOL] β Analiza la evoluciΓ³n de Microsoft como lΓder de la revoluciΓ³n de IA generativa a travΓ©s de su alianza con OpenAI, contrastΓ‘ndolo con la postura reactiva de Google ante los modelos de lenguaje transformadores. [SPANISH CONTENT] ## Software Engineering -### Ai-assisted Development - -#### LLM Prompting - - - **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [COMMUNITY-TOOL] [GUIDE] β A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic's Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews. ### Ai-assisted Operations #### Code Generation Quality @@ -101,16 +96,9 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Thin #### Computer Science Foundations - **(2024)** [Think Python](https://allendowney.github.io/ThinkPython) [PYTHON CONTENT] [COMMUNITY-TOOL] β An industry-standard manual detailing computer science foundations using Python. Progresses through data structures, algorithms, functional routines, and object-oriented modeling with highly verified, elegant coding conventions. -## Specialized AI Applications - -### Healthcare Systems - -#### Voice Assistants - - - **(2025)** [Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare](https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task) [COMMUNITY-TOOL] β Examines Microsoft's Dragon Copilot, the healthcare industry's first unified voice AI assistant. It streamlines clinical documentation, automates repetitive administrative tasks, and securely surfaces critical patient records within strict HIPAA compliance parameters. --- -π‘ **Explore Related:** [AI](./ai.md) | [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) +π‘ **Explore Related:** [AI Agents MCP](./ai-agents-mcp.md) | [AI](./ai.md) | [MLOps](./mlops.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/cheatsheets.md b/v2-docs/cheatsheets.md index cff451eb..91d78a36 100644 --- a/v2-docs/cheatsheets.md +++ b/v2-docs/cheatsheets.md @@ -60,6 +60,13 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee #### Project Wikis - **(2021)** [confluence.sakaiproject.org](https://sakaiproject.atlassian.net/wiki) [JAVA CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Central wiki repository hosted by Atlassian Confluence detailing design decisions, setup scripts, and architectural patterns of the open-source Sakai educational software suite. Highly valued for tracing monolithic Java stack layouts and migrations. +## Containers + +### Security and Hardening + +#### Compliance Frameworks + + - **(2025)** [cheatsheetseries.owasp.org: Docker Security Cheat Sheet ππ](https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β The gold-standard security reference outlining precise configuration structures for Docker environments. Covers namespaces, read-only filesystems, network configurations, and active runtime protection policies. ## Core Kubernetes ### Basics @@ -79,6 +86,9 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee #### Glossary (1) - **(2026)** [Machine Learning Glossary](https://developers.google.com/machine-learning/glossary) [COMMUNITY-TOOL] β An authoritative dictionary compiled by Google to standardize terms across core AI and machine learning engineering domains. Explores architectural paradigms, neural network elements, deployment metrics, and training pipeline semantics crucial for production systems. +#### Python Labs + + - **(2023)** [==github.com/ekramasif: Basic Machine Learning - Python Cheatsheet==](https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb) β 80 [PYTHON CONTENT] πππππ [DE FACTO STANDARD] β An interactive Jupyter Notebook consolidating standard machine learning algorithms in Python. Details array configurations, basic Scikit-Learn validation tests, and pandas pipeline configurations. ### Notebook Environments #### Jupyterlab @@ -156,6 +166,13 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee #### Admin Shortcuts - **(2023)** [cmcrowell.com/cheat-sheet π](https://cmcrowell.com/cheat-sheet) [HTML CONTENT] πππ [COMMUNITY-TOOL] β A concise aggregate cheat sheet mapping Linux sysadmin syntax, database queries, and cloud orchestration scripts. Simplifies multi-tool engineering routines by locating key operations under a single landing page. +## Developer Tooling + +### Developer Knowledge + +#### Cheat Sheets (4) + + - **(2025)** [**QuickRef.ME - Quick Reference Cheat Sheets**](https://quickref.me/index.html) [N/A CONTENT] ππππ [ENTERPRISE-STABLE] β QuickRef.ME offers highly organized cheat sheets covering major programming languages, CLI utilities, databases, and platform architectures. It serves as a rapid reference dashboard that reduces lookup overhead during continuous programming cycles. ## Development ### Version Control @@ -222,7 +239,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee ### Developer Education (1) -#### Cheat Sheets (4) +#### Cheat Sheets (5) - **(2024)** [cheatography.com](https://cheatography.com) [NONE CONTENT] πππ [COMMUNITY-TOOL] β A collaborative platform dedicated to creating and downloading structured cheat sheets across multiple developer domains. It offers rapid summaries for command-line tools, frameworks, programming languages, and system diagnostics. ### OSINT @@ -266,7 +283,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2026)** [developers.redhat.com: Buildah Cheat Sheet](https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet) [SHELL CONTENT] [COMMUNITY-TOOL] β A command reference for Buildah, Red Hat's daemonless container image builder. Curator Insight values security improvements from not requiring docker sockets. Live Grounding verifies Buildah's central position in secure enterprise-grade CI pipelines. ### Developer Education (2) -#### Cheat Sheets (5) +#### Cheat Sheets (6) - **(2024)** [==wizardzines.com π==](https://wizardzines.com) [NONE CONTENT] πππππ [DE FACTO STANDARD] β A series of hand-illustrated, highly educational booklets explaining complex infrastructure, networking, and systems administration concepts. Authored by Julia Evans, they simplify complex debugging processes like DNS routing and system tracing. ### Infrastructure As Code @@ -313,9 +330,28 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2026)** [linuxhandbook.com: Yum Command Cheat Sheet](https://linuxhandbook.com/cheatsheets/yum) [SHELL CONTENT] [LEGACY] β A targeted documentation reference detailing Yellowdog Updater, Modified (YUM) CLI syntax. Curator Insight underscores its convenience for RHEL-based systems. Live Grounding clarifies its transition to DNF in modern corporate OS environments, positioning this as vital legacy knowledge. ### Shell Scripting -#### Cheat Sheets (6) +#### Cheat Sheets (7) - **(2023)** [developers.redhat.com: Bash Shell Scripting Cheat Sheet](https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet) [BASH CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β A production-grade reference sheet covering variable handling, stream redirections, array controls, and error handling behaviors inside POSIX-compliant terminal environments. It is a vital reference for building robust infrastructure automation scripts. +## Infrastructure and Operations + +### Shell Scripting (1) + +#### Best Practices + + - **(2015)** [==Bash Pitfalls π==](https://mywiki.wooledge.org/BashPitfalls) [BASH CONTENT] [DOCUMENTATION] πππππ [DE FACTO STANDARD] β The canonical compendium of syntax traps, variable-expansion failures, and execution hazards in GNU Bash. This reference provides deep architectural insight into bash process substitution, globbing, and pipeline evaluation. Live Grounding verifies this wiki as the definitive industry guide for engineering resilient, non-deterministic system scripts. +### Terminal Environment + +#### Tricks and Tweaks + + - **(2008)** [**CommandLineFu π**](https://www.commandlinefu.com/commands/browse) [N/A CONTENT] ππππ [ENTERPRISE-STABLE] β An interactive, crowd-sourced catalog of advanced Linux command execution scripts, categorized by utility and syntax goals. Live Grounding confirms it is widely used by system administrators to query fast fixes and operational bash templates. +## Kubernetes and Scaling + +### Resource Management + +#### Reference Materials + + - **(2023)** [thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet π](https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet) [N/A CONTENT] [COMMUNITY-TOOL] β A concise, actionable reference sheet summarizing core resources limits, request definitions, and autoscaler configuration arguments. A stellar quick-guide for DevOps engineers designing production-ready workload templates. ## Kubernetes Tools ### General Reference @@ -351,6 +387,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee ??? abstract "Architect's Technical Comparison Table" | Solution | Maturity | Primary Focus | Language | Stars | | :--- | :--- | :--- | :--- | :--- | + | [kubernetes.io π](https://kubernetes.io/docs/reference/kubectl/quick-reference) | | CLI Management | Markdown | πππππ | | [developers.redhat.com: Kubernetes Cheat Sheet](https://developers.redhat.com/cheat-sheets/kubernetes) | | CLI Management | PDF | ππππ | | [dockerlabs.collabnix.com: Cheatsheet - Kubectl π](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) | | CLI Management | HTML | πππ | | [bluematador.com: kubectl cheatsheet](https://www.bluematador.com/learn/kubectl-cheatsheet) | | CLI Management | HTML | πππ | @@ -360,8 +397,8 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee | [opensource.com: 9 kubectl commands sysadmins need to know π](https://opensource.com/article/20/5/kubectl-cheat-sheet) | | CLI Management | HTML | πππ | | [fabric8 - kubectl](https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md) | | CLI Management | Markdown | πππ | | [thechief.io: The Definitive Kubectl Cheat Sheet](https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet) | | CLI Management | HTML | ππ | - | [myfuturehub.com: Must Keep these Kubernetes Commands handy](https://myfuturehub.com/must-keep-these-kubernetes-commands-handy) | | CLI Management | HTML | ππ | + - **(2026)** [==kubernetes.io π==](https://kubernetes.io/docs/reference/kubectl/quick-reference) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] πππππ [DE FACTO STANDARD] β The canonical reference documentation for the kubectl command-line utility. Provides up-to-date syntax patterns for resource creation, patch edits, formatting outputs, and real-time container log analysis across active nodes. - **(2024)** [**developers.redhat.com: Kubernetes Cheat Sheet**](https://developers.redhat.com/cheat-sheets/kubernetes) [PDF CONTENT] ππππ [ENTERPRISE-STABLE] β Enterprise-focused Red Hat guide summarizing essential kubectl command structures for cluster administrators. Designed to aid engineers managing OpenShift or vanilla Kubernetes distributions, ensuring fast recovery and diagnostic workflows. - **(2024)** [dockerlabs.collabnix.com: Cheatsheet - Kubectl π](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) [HTML CONTENT] πππ [COMMUNITY-TOOL] β A collaborative tutorial reference detailing standard kubectl execution sequences. Designed for cloud-native learners mapping Docker concepts directly onto operational Kubernetes paradigms. - **(2023)** [bluematador.com: kubectl cheatsheet](https://www.bluematador.com/learn/kubectl-cheatsheet) [HTML CONTENT] πππ [COMMUNITY-TOOL] β A structured checklist detailing syntax protocols for diagnosing unstable cluster resources. Groups commands dynamically around service scaling, event monitoring, and pod metadata inspections. @@ -416,7 +453,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2023)** [teamhood.com: scrum cheat sheet](https://teamhood.com/agile/scrum-cheat-sheet) [COMMUNITY-TOOL] β A practical guide outlining Scrum frameworks, detailing sprint cycles, key delivery templates, user-story estimation rules, and standard agile metrics to optimize development velocity. ## Reference Portal -### Cheat Sheets (7) +### Cheat Sheets (8) #### General IT @@ -591,7 +628,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2025)** [**blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet π**](https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet) [HTML CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β Focuses on protecting applications by avoiding hardcoded secrets, securing base images, and implementing strict runtime privileges within Docker builds. Provides precise, actionable rules for integrating automated container security checks into CI/CD pipelines. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/cicd-kubernetes-plugins.md b/v2-docs/cicd-kubernetes-plugins.md index c7447703..69e7f75d 100644 --- a/v2-docs/cicd-kubernetes-plugins.md +++ b/v2-docs/cicd-kubernetes-plugins.md @@ -44,7 +44,7 @@ description: "Top CI/CD Kubernetes Plugins resources for 2026, AI-ranked: Jenkin - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://docs.gitlab.com/releases) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β Details the GitLab 14.1 release, highlighting its integrated Helm chart registry and custom escalation policies. Explains how teams can store and manage Kubernetes deployment packaging files directly alongside their application source code. --- -π‘ **Explore Related:** [CI/CD](./cicd.md) | [Gitops](./gitops.md) | [Openshift Pipelines](./openshift-pipelines.md) +π‘ **Explore Related:** [Jenkins](./jenkins.md) | [CI/CD](./cicd.md) | [Registries](./registries.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/cicd.md b/v2-docs/cicd.md index 800157f1..776d688f 100644 --- a/v2-docs/cicd.md +++ b/v2-docs/cicd.md @@ -11,37 +11,24 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, ## AI and Platform Engineering -### AI Assistants +### Documentation #### Developer Productivity - - **(2025)** [GitHub Copilot Now Explains Failed Actions Jobs (GA)](https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga) [COMMUNITY-TOOL] β General availability announcement detailing Copilot's integration into the GitHub Actions run logs. Empowers engineers to ask AI to interpret errors, trace failures, and propose immediate pipeline repair steps. - - **(2024)** [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [SPANISH CONTENT] [COMMUNITY-TOOL] β Details Google's launch of Gemini Code Assist, leveraging a vast token context window. Emphasizes integration within internal IDEs and Google Cloud Platform services to challenge the GitHub Copilot ecosystem. -### Documentation - -#### Developer Productivity (1) - - **(2024)** [GitBook Webinar: GitBook for Public Docs](https://www.youtube.com/watch?si=dWSDPD4eXvF3dx5r&v=gnYU0jtQbug&feature=youtu.be) [COMMUNITY-TOOL] β Webinar presentation highlighting standard configurations for establishing clear, highly readable public documentation using GitBook, emphasizing real-time integrations and Markdown-based code setups. -## AI Engineering - -### Agentic Frameworks - -#### Developer Experience - - - **(2025)** [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Kiro is a testing and engineering framework designed to bring traditional software disciplineβsuch as regression testing, linting, and sandbox executingβto LLM agents and multi-agent workflows. It establishes strict validation steps to ensure agent behaviors remain deterministic, secure, and aligned with standard corporate software engineering guidelines. ## Architectural Foundations ### Kubernetes Tools #### General Reference + - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - [cd.foundation: 2021 Technology Trends and Predictions](https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering cd.foundation: 2021 Technology Trends and Predictions in the Kubernetes Tools ecosystem. - [javacodegeeks.com: The Case Against CI/CD](https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering javacodegeeks.com: The Case Against CI/CD in the Kubernetes Tools ecosystem. - [guru99.com: CI/CD Pipeline: Learn with Example πππ](https://www.guru99.com/ci-cd-pipeline.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==guru99.com: CI/CD Pipeline: Learn with Example== πππ in the Kubernetes Tools ecosystem. - [dzone.com: How To Build an Effective CI/CD Pipeline](https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==dzone.com: How To Build an Effective CI/CD Pipeline== in the Kubernetes Tools ecosystem. - [dzone.com: An Overview of CI/CD Pipelines With Kubernetes](https://dzone.com/articles/an-overview-of-cicd-pipelines-with-kubernetes) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==dzone.com: An Overview of CI/CD Pipelines With Kubernetes== in the Kubernetes Tools ecosystem. - [devopslearners.com: Blue-Green vs Canary Deployment](https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering devopslearners.com: Blue-Green vs Canary Deployment in the Kubernetes Tools ecosystem. - - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - [dzone: DevOps: CI/CD Tools to Watch Out for in 2022](https://dzone.com/articles/devops-cicd-tools-to-watch-out-for-in-2022) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: DevOps: CI/CD Tools to Watch Out for in 2022 in the Kubernetes Tools ecosystem. ## Architecture @@ -50,39 +37,18 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Twelve-factor App - **(2023)** [The 12-Factor App: An Updated Guide](https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide) [COMMUNITY-TOOL] [GUIDE] β Revisits the classic 12-Factor app principles through a modern cloud-native lens. Analyzes how declarations like declarative formats, clean environment parity, and port binding apply to contemporary container networks. -## Architecture and Visualization - -### Interactive Diagramming - -#### AI Integration - - - **(2025)** [Draw.io MCP for Diagram Generation: Why Itβs Worth Using](https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using) [TYPESCRIPT CONTENT] ππ [COMMUNITY-TOOL] β Implements the Model Context Protocol (MCP) to dynamically generate and modify Draw.io structures directly via conversational AI interfaces. Seamlessly links large language models with visual blueprint execution, allowing real-time canvas updates and automated layout formatting based on conversational technical specs. ## CICD ### AI and Automation -#### AI PR Automation - - - **(2025)** [Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI](https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai) [YAML CONTENT] [COMMUNITY-TOOL] β A tutorial showing how to automate the generation of pull request descriptions within Azure DevOps pipelines using Azure OpenAI APIs. Streamlines developer velocity and documentation standards. #### Model Context Protocol - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) β 1813 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, and orchestrate pipeline runs. - - **(2025)** [Azure DevOps MCP Server Public Preview](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) [NONE CONTENT] [COMMUNITY-TOOL] β Official Microsoft announcement outlining the preview release of the Azure DevOps MCP Server. Details how developer agents leverage safe API contexts to build and deploy complex assets. ### Github Actions #### Developer Tooling - **(2021)** [Gama: Terminal UI for GitHub Actions](https://github.com/termkit/gama) β 480 [GO CONTENT] ππ [LEGACY] β Terminal UI built to monitor and coordinate GitHub Actions workloads from the CLI. Classified as legacy under MVQ parameters because the repository has been inactive since late 2021 and was superseded by official GitHub CLI `run` commands. -### Security - -#### Network Access Control - - - **(2024)** [Update to Azure DevOps Allowed IP Addresses](https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses) [NONE CONTENT] [COMMUNITY-TOOL] β Official update outlining changes in public IP routing paths for Azure DevOps hosted agents. Crucial information for maintaining zero-trust firewall configurations. -### Security and Supply Chain - -#### Dependabot - - - **(2025)** [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [YAML CONTENT] [COMMUNITY-TOOL] β A configuration guide describing the implementation of automated Dependabot scanning mechanisms inside Azure DevOps repositories to detect and secure third-party dependencies. ## CICD and DevOps ### CICD (1) @@ -90,39 +56,21 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Terraform Release Management - **(2026)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) β 223 [TYPESCRIPT CONTENT] ππ [COMMUNITY-TOOL] β An automated GitHub Action that manages release tagging, semantic version tracking, and registration publication processes for Terraform modules. Mitigates distribution overhead by auto-generating changelogs and managing tags. -## Cloud Architecture - -### Certification - -#### AWS - -##### Solutions Architect Professional - - - **(2020)** [Tips on Passing AWS Certified Solutions Architect - Professional Level](https://www.linkedin.com/top-content/?trk=article_not_found) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A strategic study guide for passing the AWS Certified Solutions Architect - Professional exam. The content focuses on advanced architectural design patterns, multi-tier application migration, cost optimization, and high-availability setups across complex AWS environments. Curator Insight: Highly structured blueprint for enterprise AWS exam prep. Live Grounding: Real-world value lies in understanding multi-account strategies, organizational governance, and security at scale. -## Cloud DevOps - -### CICD (2) - -#### Build Environments - -##### Runtime Configuration - - - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) [SPANISH CONTENT] πππ [COMMUNITY-TOOL] β Demonstrates how to dynamically install Java 23 onto Azure DevOps pipeline agents using automated setup tasks. In 2026, using localized runtime installation tasks is preferred over relying on pre-baked VM images, allowing pipelines to remain flexible and easily adapt to new framework versions. ## Cloud Engineering -### AWS (1) +### AWS #### Automated Deployment - **(2020)** [aws.amazon.com: Automating safe, hands-off deployments ππ](https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments) [SPANISH CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] ππ [COMMUNITY-TOOL] β A highly technical AWS Builders Library analysis detailing Amazon's safe, automated deployment methodologies. Highlights pipeline design using fractional wave rollouts, automated synthetic testing, and automated rollbacks triggered by alarm thresholds. -### CICD (3) +### CICD (2) #### Architecture (1) - **(2022)** [thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?](https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software) [COMMUNITY-TOOL] β Analyses the risks of monolithic pipelines on deployment safety. Recommends aligning decoupled micro-pipelines with distinct microservice models to avoid pipeline dependency bottlenecks. ### Cloud Native -#### CICD (4) +#### CICD (3) - **(2022)** [jfrog.com: Cloud Native CI/CD: The Ultimate Checklist](https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist) [COMMUNITY-TOOL] β Presents an essential checklist for establishing cloud-native CI/CD systems. Highlights immutable container registry processes, in-cluster execution mechanics, and automated shift-left security evaluations. ### DevOps @@ -130,11 +78,6 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Continuous Delivery - **(2021)** [speakerdeck.com: Deployment Scripting != Continuous Delivery](https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12) [LEGACY] β A detailed presentation contrasting legacy deployment scripts with modern, declarative continuous delivery systems. Advocates for active reconciliation models over custom imperative workflows. -### Devsecops - -#### Security (1) - - - **(2024)** [Avoiding Mistakes with AWS OIDC Integration Conditions](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A security deep dive into AWS IAM OIDC trust relationships. Explains how misconfigured OIDC settings can allow unauthorized actions in GitHub Actions pipelines and outlines steps to prevent account compromise. ### Finops #### Cost Optimization @@ -150,7 +93,7 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Best Practices - **(2023)** [spacelift.io: Kubernetes CI/CD Pipelines β 7 Best Practices and Tools | James Walker π](https://spacelift.io/blog/kubernetes-ci-cd) [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Covers seven best practices for running production-grade Kubernetes CI/CD pipelines. Evaluates declarative branch states, secure RBAC configurations, health check integrations, and automatic drift detection. -#### CICD (5) +#### CICD (4) - **(2023)** [thenewstack.io: Kubernetes CI/CD Pipelines Explained](https://thenewstack.io/kubernetes-ci-cd-pipelines-explained) [COMMUNITY-TOOL] β A deep dive into Kubernetes delivery designs, analyzing how declarative resources and continuous reconcilers differ from classical build steps. Evaluates the use of Helm charts and GitOps loops. #### Cloud Native (1) @@ -158,16 +101,16 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2023)** [groundcover.com: Cloud-native CI/CD? Yeah, thatβs a thing π](https://www.groundcover.com/blog/ci-cd-kubernetes) [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Examines the shift to Kubernetes-native continuous delivery models. Compares Tekton and declarative GitOps runtimes like Argo CD and Flux to highlight the safety benefits of in-cluster loops. ## Cloud Native (2) -### Community +### Application Delivery -#### Events +#### Package Management -##### Argocon +##### Introductory - - **(2026)** [ArgoCon North America 2026 Call for Proposals](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon) [COMMUNITY-TOOL] β Official Call for Proposals portal for ArgoCon North America 2026. Focuses on collecting real-world architectures, case studies, and enterprise patterns utilizing Argo CD, Argo Workflows, Argo Rollouts, and Argo Events. + - **(2021)** [harness.io: Introduction to Helm: Charts, Deployments, & More π](https://www.harness.io/blog) [COMMUNITY-TOOL] β High-impact breakdown of Helm core components including Chart.yaml, value overriding mechanics, and templating practices. Details how modern continuous delivery engines natively incorporate Helm to optimize release logic. ## Continuous Delivery (1) -### CICD (6) +### CICD (5) #### Learning Paths @@ -185,7 +128,7 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2024)** [==harness.io: Intro to Deployment Strategies: Blue-Green, Canary, and More π==](https://www.harness.io/blog/blue-green-canary-deployment-strategies) πππππ [DE FACTO STANDARD] β Highly detailed structural evaluation of Kubernetes deployment paradigms. Contrasts blue-green switches, canary rollouts, and rolling deployments based on system overhead, traffic redirection latency, and blast-radius containment. ## Deployment and Delivery -### CICD (7) +### CICD (6) #### AWS Architecture @@ -193,7 +136,7 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Artifact Registry - **(2023)** [plutora.com: Artifacts management tools](https://www.plutora.com/ci-cd-tools/artifacts-management-tools) [COMMUNITY-TOOL] β An architectural breakdown of the artifact registry ecosystem (such as JFrog Artifactory and Sonatype Nexus). Evaluates why safe binary management, package indexing, and license scanning are critical for maintaining clean supply chains. -#### Developer Productivity (2) +#### Developer Productivity (1) - **(2025)** [**action-tmate: Debug GitHub Actions via SSH**](https://github.com/mxschmitt/action-tmate) β 3550 [SHELL CONTENT] ππππ [ENTERPRISE-STABLE] β An essential interactive troubleshooting tool that opens a secure tmate SSH session directly into active GitHub Actions runners, enabling real-time terminal diagnostics of failing pipeline runs. #### Enterprise Tooling @@ -255,10 +198,10 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2022)** [community.dataminer.services: CI/CD and the Agile Principles](https://community.dataminer.services/ci-cd-and-the-agile-principles) [COMMUNITY-TOOL] β Evaluates the alignment of continuous integration pipelines with foundational Agile methodologies. Focuses on how automated testing and daily release cycles strengthen feedback loops. ### Automation -#### CICD (8) +#### CICD (7) - **(2022)** [harness.io: 3 Ways to Use Automation in CI/CD Pipelines](https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines) [COMMUNITY-TOOL] β Highlights three strategic insertion points for advanced pipeline automation. Focuses on automated rolling deployments, policy-as-code configuration validations, and dynamic, risk-based pipeline security policies. -### CICD (9) +### CICD (8) #### Best Practices (1) @@ -283,9 +226,6 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2021)** [techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous Deployment and CI/CD Pipeline](https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline) [COMMUNITY-TOOL] β Introduction to structural components of continuous delivery environments. Details standard pipeline phases, source control integrations, and tooling selections to transition from manual builds to automated pipelines. - **(2021)** [linkedin pulse: Enabling CI/CD to Boost DevOps | Pavan Belagatti](https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti) [COMMUNITY-TOOL] β Explains the foundational role of automated integration and delivery loops in boosting developer velocity. Emphasizes collaborative automation and fast failure recovery. - **(2019)** [opensource.com: A beginner's guide to building DevOps pipelines with open source tools](https://opensource.com/article/19/4/devops-pipeline) [COMMUNITY-TOOL] [GUIDE] β A foundational guide outlining how to build robust, open-source DevOps pipelines. It discusses orchestrating continuous integration and continuous deployment environments using tools like Jenkins, providing a roadmap for establishing automated feedback loops. -#### Kubernetes Orchestration - - - **(2021)** [devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes Environment With DevOps Orchestration](https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration) [COMMUNITY-TOOL] β Accelerating release cycles in Kubernetes environments requires modernizing the CI/CD pipeline with cloud-native orchestration techniques. By automating build, test, and container promotion workflows, teams can minimize deployment errors and configuration drift. The focus is on implementing progressive delivery strategies such as canary and blue-green deployments to de-risk production releases. #### State Of DevOps - **(2023)** [sdtimes.com: The State of CI/CD](https://sdtimes.com/cicd/the-state-of-ci-cd) [COMMUNITY-TOOL] β Analyzes broad trends in delivery pipelines, detailing modern bottlenecks and the rising use of platform engineering teams to provide standardized templates for developer consumption. @@ -323,7 +263,7 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2023)** [clickittech.com: CI/CD Best Practices: Top 10 Practices for Financial Services](https://www.clickittech.com/devops/ci-cd-best-practices) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Outlines specialized continuous delivery configurations designed for high-regulation financial environments. Covers security orchestration, strict separation of duties, and audit trail automation. ### Infrastructure As Code -#### AI Integration (1) +#### AI Integration - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) β 2012 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An open-source Model Context Protocol (MCP) skill set built for AI agents. Simplifies parsing, validating, and managing Terraform and OpenTofu infrastructure configurations through intelligent, context-aware LLM tool calls. ### Product Management @@ -331,13 +271,13 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Methodology (1) - **(2020)** [mindtheproduct.com: The Product Managersβ Guide to Continuous Delivery and DevOps ππ](https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us) ππ [COMMUNITY-TOOL] [GUIDE] β Bridges the gap between technical release pipelines and business product management. Explains DevOps principles, release gating, and CD strategies to align cross-functional teams with deployment automation architectures. -## Developer Experience (1) +## Finops and Cloud Cost -### Ai-assisted Coding +### IaC Finops -#### Claude Code +#### Terraform Integration - - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β An official hands-on tutorial and demonstration course by Anthropic showing the real-world utility of Claude Code. It covers basic terminal setups, interactive file refactoring, automated git commit orchestration, and contextual testing loops. Highly valuable for teams integrating terminal-based AI agents directly into daily engineering pipelines. + - **(2024)** [==InfraCost + Terraform PRs: Making Cost Awareness Effortless==](https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge) πππππ [DE FACTO STANDARD] β Demonstrates how to integrate Infracost into GitHub Pull Requests to inspect infrastructure cost differences before deployment. Evaluates how shift-left practices can prevent unexpected spend increases by highlighting charges directly in developer workflows. ## Industry Analysis ### DevOps Trends @@ -345,12 +285,7 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2021)** [sdtimes.com: CI/CD pipelines are expanding π](https://sdtimes.com/devops/ci-cd-pipelines-are-expanding) [COMMUNITY-TOOL] β A comprehensive industry report analyzing the evolution of modern CI/CD pipelines as they swallow up operations, security compliance (DevSecOps), and AI/ML model integration (MLOps). It traces how simple deployment automation has evolved into highly integrated, complex policy engines that run across distributed clouds. ## Infrastructure As Code (1) -### AI Integration (2) - -#### Copilot For Azure - - - **(2025)** [Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure](https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514) [NONE CONTENT] [COMMUNITY-TOOL] β Technical optimization guide exploring the use of GitHub Copilot for drafting Bicep, ARM, and Terraform configurations. Shows how to engineer precise prompt schemas to maintain syntax standards. -### CICD (10) +### CICD (9) #### Security and Compliance @@ -358,7 +293,6 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, #### Self-hosted Runners (1) - **(2025)** [Cloud Posse runs-on: GitHub Actions Self-Hosted Runners](https://docs.cloudposse.com/components/library/aws/runs-on) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β A collection of Cloud Posse Terraform modules designed to automate secure, dynamically autoscaling self-hosted GitHub Actions runners inside AWS networks, optimization execution speed while keeping compute costs minimal. - - **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [GO CONTENT] [COMMUNITY-TOOL] β An innovative open-source self-hosting solution that provisions fast, secure, on-demand EC2 single-use runners for GitHub Actions on AWS. Offers extreme cost reductions (up to 10x) utilizing EC2 spot instances with minimal boot delays. ### Gitops (2) #### Configuration Management @@ -384,32 +318,13 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2018)** [opensource.com: What is CI/CD?](https://opensource.com/article/18/8/what-cicd) [COMMUNITY-TOOL] β A foundational educational guide detailing the concepts, benefits, and components of Continuous Integration and Continuous Deployment (CI/CD). It explains how pipeline automation accelerates software delivery, guarantees build consistency, and serves as the operational substrate for DevOps cultures. ## Platform Engineering (1) -### CICD (11) - -#### Argo Workflows - -##### Jenkins (1) - - - **(2022)** [**Migrating CI/CD from Jenkins to Argo Workflows**](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] [LEGACY] β Shares practical lessons from migrating a legacy Jenkins CI pipeline stack over to container-native Argo Workflows. Compares the performance, cost efficiency, resource overhead, and maintainability of step-based DAG flows. -### Developer Experience (2) +### Developer Experience #### Continuous Delivery (3) - **(2023)** [thenewstack.io: Improve Dev Experience to Maximize the Business Value of CD](https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd) [COMMUNITY-TOOL] β Explores developer experience (DevEx) as an accelerator for continuous deployment initiatives. Details how centralized developer portals and self-service pipeline catalogs eliminate delivery friction. -## Security and Governance - -### CICD (12) - -#### Azure and Github Integration - - - **(2022)** [Deploying to Azure: Secure Your GitHub Workflow with OIDC](https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc) [YAML CONTENT] [COMMUNITY-TOOL] β Analyzes the mechanism of securing deployment pipelines on Azure by leveraging GitHub Actions with OIDC federation. This setup eliminates credential rotation burdens and prevents high-privilege credential leakage. The article guides developers through creating federated credentials in Azure AD and configuring GitHub workflows for passwordless authentication. ## Software Engineering -### AI Tools - -#### Developer Productivity (3) - - - **(2024)** [**Programming with GitHub Copilot Agent Mode**](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630) ππππ [ENTERPRISE-STABLE] β A deep dive into the engineering capabilities of GitHub Copilot's 'Agent Mode.' It details how the agent acts autonomously to analyze workspace dependencies, generate multi-file modifications, run localized compilations, and iterate on test suites based on natural language prompts. ### Ai-assisted Development #### Github Copilot @@ -435,7 +350,7 @@ description: "Top CI/CD resources for 2026, AI-ranked: Azure DevOps MCP Server, - **(2022)** [thinkinglabs.io: Feature Branching considered evil π](https://thinkinglabs.io/talks/feature-branching-considered-evil.html) π [COMMUNITY-TOOL] β An analytical critique of long-lived feature branching practices, advocating strongly for trunk-based development. Explains how delayed merges impede true continuous integration and degrade delivery velocities. --- -π‘ **Explore Related:** [Gitops](./gitops.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Jenkins](./jenkins.md) +π‘ **Explore Related:** [Jenkins](./jenkins.md) | [Registries](./registries.md) | [Argo](./argo.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/cloud-arch-diagrams.md b/v2-docs/cloud-arch-diagrams.md index 303ee897..c160ac71 100644 --- a/v2-docs/cloud-arch-diagrams.md +++ b/v2-docs/cloud-arch-diagrams.md @@ -128,13 +128,6 @@ description: "Top Cloud Arch Diagrams resources for 2026, AI-ranked: PlantUML, H #### Visualization (1) - **(2021)** [AWS Account Cloud9 Visualizer](https://github.com/wongcyrus/aws-account-cloud9-visualizer) [PYTHON CONTENT] [COMMUNITY-TOOL] β A specialized developer tool tailored for deployment inside AWS Cloud9 instances. Allows engineers to quickly visualize localized cloud development patterns and inspect running sandboxes directly from the IDE. -## Container Orchestration - -### Azure Kubernetes Service - -#### Well-architected Framework - - - **(2026)** [Architecture Best Practices for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Official technical guide mapping Azure Well-Architected Framework (WAF) principles to Azure Kubernetes Service (AKS). It details architectural guidance on cluster networking, high availability, node pools, security integration, and cost management. This serves as the definitive reference for engineering enterprise-grade, highly resilient Kubernetes control and data planes on Azure. ## Infrastructure ### Visualizations @@ -159,7 +152,7 @@ description: "Top Cloud Arch Diagrams resources for 2026, AI-ranked: PlantUML, H - **(2025)** [==AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub' Copilot==](https://github.com/Azure/AZVerify) β 95 [TYPESCRIPT CONTENT] πππππ [DE FACTO STANDARD] β An innovative open-source tool bridging declarative Bicep files, live Azure deployments, and system diagrams using GitHub Copilot. Standardizes validation processes during complex infrastructure-as-code planning. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Faq](./faq.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/cloud-asset-inventory.md b/v2-docs/cloud-asset-inventory.md index 1e373220..b75e4425 100644 --- a/v2-docs/cloud-asset-inventory.md +++ b/v2-docs/cloud-asset-inventory.md @@ -21,6 +21,9 @@ description: "Curated, AI-ranked Cloud Asset Inventory resources for the 2026 Cl - **(2022)** [Querying AWS at scale across APIs, Regions, and accounts](https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Enterprise guide mapping performance configurations designed to query massive multi-account, multi-region AWS environments. Analyzes API latency limitations, concurrency protocols, and security audits utilizing SQL query abstractions. ### Public Cloud Administration +#### AWS Fundamentals + + - **(2023)** [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [SPANISH CONTENT] [COMMUNITY-TOOL] β Comprehensive Spanish instructional syllabus targeting the AWS Certified Cloud Practitioner domain. Details key global infrastructure components, core services (EC2, S3, RDS, VPC), billing architectures, and foundational security frameworks. #### Azure Architecture - **(2025)** [Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [LEGACY] β Architectural migration playbook addressing transitioning legacy cloud setups to formal Microsoft Azure Landing Zones. Covers organizational tier hierarchies, network architectures, and systemic governance patterns. @@ -44,7 +47,7 @@ description: "Curated, AI-ranked Cloud Asset Inventory resources for the 2026 Cl - **(2024)** [CloudCanvas - Diagramming for Cloud Infrastructure](https://cloudcanvas.co) [TYPESCRIPT CONTENT] [EMERGING] β CloudCanvas is an emerging interactive workspace tool tailored for designing cloud topologies and auto-generating infrastructure-as-code manifests. By linking architectural nodes directly to API-driven configurations, it helps bridge the gap between architectural diagramming and operational execution. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) | [Faq](./faq.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/cloudflare.md b/v2-docs/cloudflare.md index ada92e71..7e9f665d 100644 --- a/v2-docs/cloudflare.md +++ b/v2-docs/cloudflare.md @@ -34,7 +34,7 @@ description: "Curated, AI-ranked Cloudflare resources for the 2026 Cloud Native - **(2026)** [blog.cloudflare.com: Zero Trust Private Networking Rules](https://blog.cloudflare.com/zero-trust-private-networking-rules) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Architectural documentation for defining identity-aware, Zero Trust private network topologies in Cloudflare. Explains granular permission structures to govern internal database and API access paths. --- -π‘ **Explore Related:** [Istio](./istio.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) +π‘ **Explore Related:** [Caching](./caching.md) | [Networking](./networking.md) | [Web Servers](./web-servers.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/container-managers.md b/v2-docs/container-managers.md index 94774a90..22762cb4 100644 --- a/v2-docs/container-managers.md +++ b/v2-docs/container-managers.md @@ -280,7 +280,7 @@ description: "Top Container Managers resources for 2026, AI-ranked: podman, buil - **(2026)** [==buildah==](https://buildah.io) [GO CONTENT] πππππ [DE FACTO STANDARD] β Buildah specializes in crafting OCI-compliant container images without requiring a background container daemon. It enables fine-grained Layer management, dramatically reducing the security footprint of target images by keeping build tools outside the final layers. --- -π‘ **Explore Related:** [Kubernetes On Premise](./kubernetes-on-premise.md) | [Docker](./docker.md) | [Kubernetes Monitoring](./kubernetes-monitoring.md) +π‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Openshift](./openshift.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/crossplane.md b/v2-docs/crossplane.md index aa7e5537..88186ea2 100644 --- a/v2-docs/crossplane.md +++ b/v2-docs/crossplane.md @@ -45,7 +45,7 @@ description: "Curated, AI-ranked Crossplane resources for the 2026 Cloud Native - **(2023)** [upbound/platform-ref-multi-k8s: Upbound's reference platform for multi-cloud' Kubernetes with Crossplane](https://github.com/upbound/platform-ref-multi-k8s) β 66 [YAML CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β A blueprint repository illustrating standard compositions and platform-ref layouts for deploying multi-cloud Kubernetes clusters using Crossplane. Provides direct, working configurations for credential partitioning, identity federation, and modular configuration hierarchies that conform to the Upbound control plane architecture. --- -π‘ **Explore Related:** [Kustomize](./kustomize.md) | [Terraform](./terraform.md) | [IaC](./iac.md) +π‘ **Explore Related:** [Ansible](./ansible.md) | [IaC](./iac.md) | [Pulumi](./pulumi.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) diff --git a/v2-docs/crunchydata.md b/v2-docs/crunchydata.md index 5df7f57f..4056b3e1 100644 --- a/v2-docs/crunchydata.md +++ b/v2-docs/crunchydata.md @@ -182,6 +182,9 @@ description: "Top Crunchydata resources for 2026, AI-ranked: crunchy-pgadmin4, p - **(2020)** [info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes](https://www.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] β Guides the deployment of pgAdmin4 web client panels alongside database clusters inside Kubernetes. Reviews network ingress definitions, volume mounts, and credential injection mechanics. - **(2020)** [info.crunchydata.com: Quickly Document Your Postgres Database Using psql Meta-Commands](https://www.crunchydata.com/blog/d-meta) [SQL CONTENT] [COMMUNITY-TOOL] β Interactive tutorial on the utilization of native psql meta-commands to rapidly trace schema layouts, inspect index sizes, and generate database structure documentation directly via CLI commands. +#### Developer Tutorials + + - **(2026)** [learn.crunchydata.com π](https://www.crunchydata.com/developers/tutorials) [SQL CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Interactive educational portal offering structured developer exercises focused on core database engineering. Includes tasks on indexing optimizations, raw performance telemetry, and complex JSON data orchestration strategies in PostgreSQL. #### Enterprise Solutions - **(2026)** [crunchydata.com](https://www.crunchydata.com) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β Corporate entry point for Crunchy Data, a driving force behind enterprise-hardened, fully open-source PostgreSQL. Represents a suite of production support, compliance validation patterns, and cloud-native integration tools. @@ -215,7 +218,7 @@ description: "Top Crunchydata resources for 2026, AI-ranked: crunchy-pgadmin4, p - **(2019)** [ref1](https://www.redhat.com/en/blog/understanding-service-accounts-sccs) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explains OpenShift Service Accounts, Role-Based Access Control (RBAC), and Security Context Constraints (SCC). Understanding SCCs is vital when deploying complex operators that need custom security postures, such as stateful databases. This reference outlines how to grant specific system permissions safely, protecting multi-tenant clusters from security compromise. --- -π‘ **Explore Related:** [Message Queue](./message-queue.md) | [Databases](./databases.md) | [Yaml](./yaml.md) +π‘ **Explore Related:** [Databases](./databases.md) | [Yaml](./yaml.md) | [Message Queue](./message-queue.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/customer.md b/v2-docs/customer.md index 7251e997..3933dd91 100644 --- a/v2-docs/customer.md +++ b/v2-docs/customer.md @@ -21,11 +21,6 @@ description: "Top Customer resources for 2026, AI-ranked: chaimeleon.eu, BMW Inn #### Continuous Integration - **(2023)** [**redhat.com: The Volkswagen Group builds automated testing environment**](https://www.redhat.com/en/success-stories/the-volkswagen-group) [ADVANCED LEVEL] ππππ [CASE STUDY] [ENTERPRISE-STABLE] β Explores Volkswagen Group's migration to an automated software-defined testing environment built on Red Hat OpenShift. This platform-based approach streamlines verification cycles for ECU software, accelerating vehicle-to-cloud development pipelines. By leveraging containerized testing nodes and Kubernetes orchestration, VW drastically reduced testing feedback loops while maintaining safety-critical compliance. -### Enterprise Solutions - -#### AI and Infrastructure - - - **(2024)** [**aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS**](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) [ADVANCED LEVEL] ππππ [CASE STUDY] [ENTERPRISE-STABLE] β This case study highlights BMW Group's deployment of a generative AI assistant on AWS designed to automate and optimize cloud infrastructure operations. By synthesizing telemetry data and AWS resource metrics, the assistant accelerates infrastructure diagnostics, reduces operational overhead, and drives cost-efficient resource provisioning. It demonstrates how LLMs can be integrated into enterprise cloud operations (AIOps) to simplify complex architectural decision-making. ### Healthcare Tech #### Medical Imaging Platforms @@ -127,7 +122,7 @@ description: "Top Customer resources for 2026, AI-ranked: chaimeleon.eu, BMW Inn - **(2023)** [**thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects**](https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects) ππππ [ENTERPRISE-STABLE] β Outlines four strategic motivations for Mercedes-Benz to sponsor open-source software. By funding critical up-stream components, the enterprise reduces technical debt, improves system security, attracts elite software engineering talent, and actively influences standard roadmaps. It provides a blueprint for enterprise open-source program offices (OSPOs) seeking to justify upstream contributions. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/databases.md b/v2-docs/databases.md index 2e92ddba..3fb08800 100644 --- a/v2-docs/databases.md +++ b/v2-docs/databases.md @@ -57,11 +57,27 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Secrets Management - **(2021)** [percona.com: Storing Kubernetes Operator for Percona Server for MongoDB Secrets in Github](https://www.percona.com/blog/storing-kubernetes-operator-for-percona-server-for-mongodb-secrets-in-github) [YAML CONTENT] [COMMUNITY-TOOL] β Demonstrates security pipelines for managing MongoDB database credentials inside GitHub. Automates deployment configurations securely through GitOps, injecting secrets directly to Percona Kubernetes Operator instances. +## Cloud Native Infrastructure + +### Observability + +#### Prometheus + +##### Database Monitoring + + - **(2020)** [tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus & Grafana](https://tech.marksblogg.com/clickhouse-prometheus-grafana.html) [SQL CONTENT] [COMMUNITY-TOOL] β A technical integration guide on monitoring ClickHouse database clusters with Prometheus and Grafana. It details how to enable ClickHouse's native Prometheus metrics exporter in config.xml, configures Prometheus to scrape ClickHouse metrics, and reviews visualization dashboards. ## Cloud-native Design ### Architecture Patterns - **(2022)** [blog.yugabyte.com: Are Stored Procedures and Triggers Anti-Patterns in the Cloud Native World?](https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-the-cloud-native-world) [CONCEPTUAL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Examines stored procedures and database triggers in cloud-native microservice topologies. Warns against architectural coupling and operational performance bottlenecks, advocating for stateless application logic to preserve horizontal scalability. +## Cloud-native Infrastructure + +### Infrastructure Provisioning + +#### Kubernetes Operators (1) + + - **(2022)** [learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes](https://learnkube.com/cloud-resources-kubernetes) [YAML/GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explores the paradigm shift of utilizing Kubernetes-native custom resource definitions (CRDs) and operators to provision external cloud resources (such as AWS ACK, GCP Config Connector, and Azure Service Operator). This declarative Infrastructure-as-Code pattern replaces external Terraform runs with continuous control loops inside the cluster. (Live Grounding: Standardizes management under unified Kubernetes control planes, resolving out-of-band drifts). ## Data Analytics ### Real-time Analytics @@ -104,7 +120,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Future Trends - **(2021)** [thenewstack.io: Kubernetes Will Revolutionize Enterprise Database Management](https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-management) [COMMUNITY-TOOL] β Examines the systemic shift toward automated multi-cloud database topologies managed exclusively by Kubernetes. Outlines standard enterprise savings, compliance, and rapid multi-tenant provisioning strategies. -### Kubernetes Operators (1) +### Kubernetes Operators (2) #### Standards @@ -258,7 +274,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Gitops - **(2022)** [percona.com: MySQL on Kubernetes with GitOps π](https://www.percona.com/blog/mysql-on-kubernetes-with-gitops) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Percona's technical case study on deploying MySQL clusters inside Kubernetes using GitOps pipelines. Connects ArgoCD or Flux workflows with declarative Percona Operators to automate database replication topologies. -#### Kubernetes Operators (2) +#### Kubernetes Operators (3) - **(2024)** [kubedb.com](https://kubedb.com) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Technical review of KubeDB, an operator platform for automating databases on Kubernetes. Highlights declarative management of clustering, scheduling backups, and schema updates across multiple database engines (PostgreSQL, MySQL, MongoDB). #### Mysql Operators @@ -327,6 +343,13 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper ### Real-time Analytics (1) - **(2025)** [Apache Druid](https://druid.apache.org) [JAVA CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Main documentation repository for Apache Druid, a real-time analytical database optimized for sub-second ad-hoc queries over massive streaming event data volumes. Standard core utility for streaming platforms. +## Observability (1) + +### Distributed Storage + +#### Victoriametrics + + - **(2024)** [VictoriaMetrics](https://victoriametrics.com) [GO CONTENT] [COMMUNITY-TOOL] β Official site of VictoriaMetrics, an extremely fast and cost-effective TSDB solution. Widely used as a drop-in replacement for Prometheus storage owing to high compression ratios and out-of-the-box cluster scalability. ## Postgresql (1) ### Alternative Paradigms @@ -461,6 +484,9 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper - **(2023)** [geeksforgeeks.org: Best Practices for SQL Query Optimization](https://www.geeksforgeeks.org/sql/best-practices-for-sql-query-optimizations) [SQL CONTENT] [COMMUNITY-TOOL] β Architectural guide outlining core strategies for relational query optimization. Highlights planning optimization via EXPLAIN plans, index selection logic, partition tuning, and the avoidance of common performance-draining database queries. ## SQL Server +### Backup Administration + + - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) [POWERSHELL CONTENT] πππ [COMMUNITY-TOOL] β Demonstrates native PowerShell script templates to automate Microsoft SQL Server backups. Offers a valuable guide for planning traditional database state transitions into hybrid Kubernetes clusters. ### DevOps - **(2022)** [devblogs.microsoft.com: DevOps for Azure SQL π](https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql) [CONCEPTUAL CONTENT] [COMMUNITY-TOOL] β Practical DevOps pipeline patterns for Azure SQL. Outlines dynamic deployment workflows using GitHub Actions and Azure DevOps to coordinate declarative state synchronizations matching app changes. @@ -509,9 +535,12 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper ### Architecture (1) - **(2021)** [thenewstack.io: You Donβt Need a Blockchain, You Need a Time-Series Database](https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-database) [N/A CONTENT] [COMMUNITY-TOOL] β An analytical architectural article arguing against the systemic misuse of blockchain technologies for transactional audit logging. Demonstrates that time-series databases provide equivalent historic immutability, superior indexing speed, and scalable writes. +### Victoriametrics (1) + + - **(2024)** [victoriametrics.com: Q2 2024 Round Up: VictoriaMetrics & VictoriaLogs Updates](https://victoriametrics.com/blog/q2-2024-round-up-victoriametrics-and-victorialogs-updates/index.html) [N/A CONTENT] [COMMUNITY-TOOL] β Technical feature overview covering VictoriaMetrics and VictoriaLogs updates, focusing on dynamic retention strategies, ingestion enhancements, storage footprint reduction, and custom query language performance. --- -π‘ **Explore Related:** [Message Queue](./message-queue.md) | [Yaml](./yaml.md) | [Crunchydata](./crunchydata.md) +π‘ **Explore Related:** [Crunchydata](./crunchydata.md) | [Yaml](./yaml.md) | [Message Queue](./message-queue.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/demos.md b/v2-docs/demos.md index 45e215cb..72e97ded 100644 --- a/v2-docs/demos.md +++ b/v2-docs/demos.md @@ -269,11 +269,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### Pytest and Github Actions - **(2022)** [linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and GitHub Actions](https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal) [PYTHON CONTENT] [COMMUNITY-TOOL] β Demonstrates how to build automated validation checkpoints within GitHub Actions. Outlines the orchestration of Python-based Pytest test suites triggered on repository push, focusing on reliable quality gates and test reporting pipelines. -### Automation Ecosystems - -#### Jenkins and Nexus - - - **(2019)** [Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem](https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces) [N/A CONTENT] [COMMUNITY-TOOL] β Illustrates a full CD pipeline design combining Jenkins automation pipelines, Sonatype Nexus artifact caching, and the Cloudogu developer platform ecosystem. It discusses how to decouple build outputs, secure package verification, and trigger orchestrations. It demonstrates how standardizing on artifact-centric builds minimizes drift in multi-environment configurations. ### Azure #### Github Actions @@ -621,13 +616,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o ##### Developer Workflow - **(2020)** [developers.redhat.com: Java development on top of Kubernetes using Eclipse JKube](https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube) πππ [COMMUNITY-TOOL] β This article demonstrates outer-loop developer workflows utilizing Eclipse JKube to deploy Java applications straight to running Kubernetes clusters. Live Grounding illustrates how JKube's design empowers local development cycles by bypassing manual YAML writing, instead building and pushing directly via standard IDE integrations and build loops. -### Runtimes - -#### Jboss EAP - -##### Microprofile - - - **(2020)** [developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion pack 1.0 (JBoss EAP XP) released](https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released) [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β The release announcement for Red Hat JBoss EAP Expansion Pack (XP) 1.0, enabling support for MicroProfile specifications on top of enterprise application servers. Live Grounding indicates JBoss EAP XP has become a core element for Red Hat customers modernization strategies, providing a bridge between traditional and cloud-native application patterns. ## Container Orchestration ### Kubernetes (1) @@ -1524,13 +1512,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o - **(2026)** [**Take our I/O 2026 quiz, vibe coded in Google AI Studio**](https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz) [EN CONTENT] ππππ [EMERGING] [ENTERPRISE-STABLE] β Curator Insight: This demonstration exemplifies the 'vibe coding' trend, shifting software creation from semantic syntax coding to iterative, natural-language dialogs with LLMs. Live Grounding: Built by a non-technical editor, the interactive application showcases Google AI Studio's Antigravity coding agent, allowing rapid prototyping and direct deployment of simple web elements through prompt engineering. -## Software Engineering (1) - -### Application Scaffolding - -#### Boilerplate Tools - - - **(2021)** [Ambassador Edge Stack. K8S Initializer (scaffolding tool) π](https://blackbird.a8r.io) [GO CONTENT] [COMMUNITY-TOOL] β The Ambassador K8s Initializer helps engineers bootstrap cloud-native applications with ready-made Kubernetes configurations. It simplifies ingress setup, routing rules, and observability hooks by generating tailored declarative manifests. ## Software Testing ### API Automation @@ -1540,7 +1521,7 @@ Live Grounding: Built by a non-technical editor, the interactive application sho - **(2020)** [developers.redhat.com: Automated API testing for the KIE Server](https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β Focuses on setting up automated REST API test runners for KIE decision services. Demonstrates performance execution metrics, payload validation models, and CI integration pipelines using Postman and Newman test wrappers. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Kubernetes Tools](./kubernetes-tools.md) | [Other Awesome Lists](./other-awesome-lists.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/devel-sites.md b/v2-docs/devel-sites.md index 9cf6165b..f92dd520 100644 --- a/v2-docs/devel-sites.md +++ b/v2-docs/devel-sites.md @@ -58,6 +58,20 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G #### Desktop Clients - **(2024)** [**FreeLens**](https://github.com/freelensapp/freelens) β 5146 [JAVASCRIPT CONTENT] ππππ [ENTERPRISE-STABLE] β FreeLens is a lightweight, open-source alternative desktop client for managing Kubernetes clusters. It provides platform operators with real-time visual telemetry and container log streams, optimizing daily operational tasks without complex terminal overhead. +## DevOps Automation and Modern Systems Engineering + +### Software Engineering Principles + +#### Developer Cognitive Load + + - **(2022)** [infoworld.com: Complexity is killing software developers](https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html) πππ [COMMUNITY-TOOL] β Addresses the rising developer cognitive load induced by the sprawl of cloud-native configurations, tooling, and infrastructure details. Argues for developer-centric abstractions and internal developer platforms (IDPs) to insulate application developers from cloud complexity and boost velocity. +## Developer Productivity + +### Integrated Development Environments + +#### Rust + + - **(2022)** [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β Comparative review evaluating IntelliJ Rust versus VSCode + rust-analyzer. Analyzes memory footprint, compilation speed feedback loops, macro expansion accuracy, and integrated debugger performance. ## Developer Tooling ### CLI Frameworks @@ -111,7 +125,7 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G #### Refactoring - **(2026)** [refactoring.guru: Design Patterns](https://refactoring.guru/design-patterns) [MULTI-LANGUAGE CONTENT] [COMMUNITY-TOOL] β An exceptional digital guide outlining classical Creational, Structural, and Behavioral software design patterns. Provides clean, production-ready code examples in Go, Python, Java, and TypeScript alongside practical refactoring advice. -### Developer Productivity +### Developer Productivity (1) #### Learning Paths (1) @@ -160,7 +174,7 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G - **(2021)** [dev.to: A Better Way To Code: Documentation Driven Development](https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-development-1kem) [NONE CONTENT] [COMMUNITY-TOOL] β Introduces Documentation Driven Development (DDD). Explains how specifying schemas, system boundaries, and API interfaces in documentation before coding leads to cleaner microservice separation. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [API](./api.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/developerportals.md b/v2-docs/developerportals.md index 5c4879a8..40f6a202 100644 --- a/v2-docs/developerportals.md +++ b/v2-docs/developerportals.md @@ -79,6 +79,9 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve - **(2026)** [Red Hat 3scale API Management](https://www.redhat.com/en/technologies/jboss-middleware/3scale) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Identical platform reference focusing on Red Hat 3scale API Gateway configurations. Delivers a cloud-native, operator-driven API management framework optimized for scaling microservices on OpenShift clusters with declarative security controls. - **(2018)** [Adding API Gateway Policies Now Easier With Red Hat 3scale API Management](https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies) [COMMUNITY-TOOL] β Outlines the declarative system for defining gateway routing rules and header manipulation schemas inside 3scale API Management without updating custom Lua scripts. Details deployment configurations for standard enterprise security controls. +#### Saas Platforms + + - **(2026)** [Rapid API:](https://rapidapi.com) [COMMUNITY-TOOL] β A leading enterprise Hub and Gateway solution for API discovery, testing, and monetization. Provides uniform control planes to aggregate heterogeneous upstream microservice APIs, enforce consolidated security policies, and manage global tenant billing workflows. #### Security and Protocols - **(2021)** [developers.redhat.com: Enhance application security by rotating 3scale access tokens](https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-rotating-3scale-access-tokens) [COMMUNITY-TOOL] β Explains robust administrative paradigms for managing secrets through programmatic, seamless rotation of 3scale access tokens. Mitigates exposure risk and integrates directly into CI/CD secrets management flows. @@ -105,6 +108,9 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve #### Claude Code - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) β 57660 [MARKDOWN CONTENT] πππππ [DE FACTO STANDARD] [GUIDE] β Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. +#### Cursor IDE + + - **(2025)** [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [NONE CONTENT] [GUIDE] [LEGACY] β An educational program designed to train engineers on utilizing the Cursor AI code editor effectively. The curriculum covers foundational concepts of context inclusion, codebase indexing, and multi-file code transformations. It teaches developers how to write highly optimized prompts to synthesize software architecture and debug legacy systems directly inside the IDE. ## Developer Platforms ### Documentation @@ -205,6 +211,13 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve #### Transport Layer Security - **(2020)** [howhttps.works](https://howhttps.works) [COMMUNITY-TOOL] β An interactive, visual educational resource designed to unpack the complex mechanics of the HTTPS protocol, TLS handshakes, and public key cryptography. Highly useful for onboarding developers to understand transport-layer security and key-exchange negotiations in web systems. +## Networking + +### Service Mesh + +#### Ebpf Vs Proxy + + - **(2021)** [solo.io: Exploring Cilium Layer 7 Capabilities Compared to Istio](https://www.solo.io/blog) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Architectural analysis contrasting Cilium's kernel-level L7 eBPF traffic management with Istio's user-space Envoy proxy routing, comparing performance and complexity trade-offs. ## Platform Engineering ### Developer Portal @@ -219,13 +232,49 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve #### Tutorials (1) - **(2024)** [piotrminkowski.com: Getting Started with Backstage](https://piotrminkowski.com/2024/06/13/getting-started-with-backstage) πππ [COMMUNITY-TOOL] β A comprehensive technical guide to bootstrapping Backstage, configuring the software catalog, and writing custom templates. The resource outlines practical steps to integrate local tooling with the developer portal, enabling swift adoption of self-service developer templates. +## Software Architecture and .NET Development + +### Artificial Intelligence + +#### Agent Integration + + - **(2024)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Examines methods for extending autonomous AI coding agents with direct .NET skill injection. Uses Semantic Kernel to build tools enabling LLMs to execute C# compilations, format files, and interact natively with code bases. ## Software Engineering +### AI Tools + +#### Developer Productivity (1) + + - **(2024)** [**Programming with GitHub Copilot Agent Mode**](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630) ππππ [ENTERPRISE-STABLE] β A deep dive into the engineering capabilities of GitHub Copilot's 'Agent Mode.' It details how the agent acts autonomously to analyze workspace dependencies, generate multi-file modifications, run localized compilations, and iterate on test suites based on natural language prompts. +### API Integration + +#### Public Directories + + - **(2026)** [Public APIs Directory](https://publicapis.io) [COMMUNITY-TOOL] β A comprehensive index of public, developer-friendly APIs categorized by domain (e.g., weather, auth, finance). Serving as a core design-discovery tool, it enables engineers to rapidly find mock data, integration targets, and third-party solutions for prototyping. ### Ai-assisted Development +#### CLI Tools + + - **(2026)** [GitHub Copilot CLI for Beginners: Getting Started](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli) [COMMUNITY-TOOL] [GUIDE] β Highlights setup and early integration techniques for GitHub Copilot CLI, translating natural language prompts into executable terminal and shell scripts. Enhances sysadmin and shell workflow automation while maintaining a human-in-the-loop review step for safety and correctness. #### Github Copilot - **(2026)** [Best Practices for Using GitHub Copilot](https://docs.github.com/en/copilot/get-started/best-practices) [DOCUMENTATION] [COMMUNITY-TOOL] β Authoritative guidelines from GitHub designed to optimize interaction with Copilot. Covers prompt engineering tactics (such as context-setting files and comments), managing AI security and license compliance, and verifying generated output. +#### LLM Prompting + + - **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [COMMUNITY-TOOL] [GUIDE] β A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic's Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews. +#### Multi-repository Architecture + + - **(2025)** [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Details advanced patterns for orchestrating automated codebase modifications across distributed multi-repository environments using AI workspaces. Evaluates dependency resolution, unified context indexing, and coordinate git-commit strategies during systemic API breaking updates. +### Collaboration + +#### Documentation Specifications + + - **(2023)** [Open Source Friday: Spec Kit - What it is, the problems it solves, and how clear specs make collaboration work](https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy) [COMMUNITY-TOOL] β Focuses on 'Spec Kit' - an open framework designed to facilitate collaborative creation of technical specifications. Details how clear, shared specification templates improve open-source contributions, bridge communication gaps between product and engineering, and keep technical debt in check. +### Command-line Utilities + +#### Terminal Emulators + + - **(2026)** [Warp: The Agentic Development Environment](https://www.warp.dev) [COMMUNITY-TOOL] β A modern, Rust-based terminal emulator incorporating AI agent assistance directly into the command-line interface. Reimagines input fields like text editors, supports real-time workspace collaboration, and native context-sharing for accelerated platform ops troubleshooting. ### Programming Paradigms #### Functional Programming @@ -233,7 +282,7 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve - **(2023)** [github.com/readme/guides: Functional Programming 101](https://github.com/readme/guides/functional-programming-basics) [COMMUNITY-TOOL] [GUIDE] β An introductory guide exploring core tenets of the functional programming paradigm, such as immutability, pure functions, and referential transparency. Synthesizes practical benefits of adopting these concepts in modern application development to minimize side effects, simplify testing, and boost concurrent performance. --- -π‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md) +π‘ **Explore Related:** [QA](./qa.md) | [Project Management Tools](./project-management-tools.md) | [Scaffolding](./scaffolding.md) -π **See Also:** [AWS Databases](./aws-databases.md) | [AWS](./aws.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/devops-tools.md b/v2-docs/devops-tools.md index 07d867d3..ec3dfc5b 100644 --- a/v2-docs/devops-tools.md +++ b/v2-docs/devops-tools.md @@ -16,6 +16,13 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Claude Code Templa #### Model Context Protocol - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) β 1813 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, and orchestrate pipeline runs. +## Cloud Providers + +### AWS + +#### CICD (1) + + - **(2019)** [cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS](https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws) [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β An architectural guide detailing how to build highly secure, scalable CI/CD pipelines natively on AWS using CodePipeline, CodeBuild, and IAM roles. Discusses security integrations such as static analysis and automated vulnerability scanning at the ingest phase. ## Cluster Management ### GUI Tools @@ -32,7 +39,7 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Claude Code Templa - **(2025)** [==SQL Studio: A Unified SQL Database Explorer==](https://github.com/frectonz/sql-studio) β 3546 [RUST CONTENT] πππππ [DE FACTO STANDARD] β A single-binary SQL database administrator interface written in Rust. It streamlines querying, schema inspection, and data visualization across multiple RDBMS engines (including SQLite, PostgreSQL, and MySQL) in resource-constrained containerized runtimes. ## Deployment and Delivery -### CICD (1) +### CICD (2) #### Developer Productivity @@ -117,6 +124,11 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Claude Code Templa #### Docker Compose - **(2025)** [**DockSTARTer**](https://github.com/GhostWriters/DockSTARTer) β 2560 [SHELL CONTENT] ππππ [ENTERPRISE-STABLE] β A user-friendly CLI utility designed to simplify the configuration and installation of self-hosted server software via structured Docker Compose patterns. Serves as a solid entry point for containerization concepts in local server and edge hardware topologies. +### Version Management + +#### Multi-language Runtimes + + - **(2026)** [==ASDF π==](https://asdf-vm.com) [SHELL CONTENT] πππππ [DE FACTO STANDARD] β An extensible CLI runtime version manager that unifies environment configurations (Node.js, Ruby, Python, Elixir, Go, and more) under a single .tool-versions file. Successfully eliminates environment drift across development machines and CI runners via a robust plugin-driven architecture. ## Observability ### UI Clients @@ -124,9 +136,23 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Claude Code Templa #### Multi-cluster - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) β 311 [C# CONTENT] ππ [COMMUNITY-TOOL] β A high-performance, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. It enhances developer agility through dynamic views of multi-cluster namespaces and active workload metrics. +## Orchestration and Packaging + +### Cloud-native Delivery + +#### Keptn + + - **(2026)** [**Keptn**](https://nubenetes.com/keptn/) [SPANISH CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] ππππ [ENTERPRISE-STABLE] β Nubenetes architectural reference on Keptn, a CNCF enterprise-grade control plane for cloud-native application lifecycle orchestration. Integrates SLO-based evaluations, automated canary promotions, and zero-touch application remediation out of the box. +## Software Engineering + +### Version Control Systems + +#### Git Workflows + + - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β An evaluation of GitFlow versus Trunk-Based Development, analyzing how branching strategies affect MTTR, deployment frequency, and software quality. It details the operational changes and tooling adjustments required to adopt trunk-based methodologies. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/devops.md b/v2-docs/devops.md index 3b938a72..a3d8c4a8 100644 --- a/v2-docs/devops.md +++ b/v2-docs/devops.md @@ -19,7 +19,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### General Reference - - **(None)** [](https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem. - [guru99.com: DevOps Lifecycle: Different Phases Explained with Examples π](https://www.guru99.com/devops-lifecycle.html) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering guru99.com: DevOps Lifecycle: Different Phases Explained with Examples π in the Kubernetes Tools ecosystem. - [DZone: Defining Day-2 Operations](https://dzone.com/articles/defining-day-2-operations) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering ==DZone: Defining Day-2 Operations== in the Kubernetes Tools ecosystem. - [devopslearners.com](https://devopslearners.com) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering devopslearners.com in the Kubernetes Tools ecosystem. @@ -31,6 +30,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - [itproportal.com: Stop messing up with CI/CD vs. DevOps and learn the difference' finally](https://www.itproportal.com/features/stop-messing-up-with-cicd-vs-devops-and-learn-the-difference-finally) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering itproportal.com: Stop messing up with CI/CD vs. DevOps and learn the difference' finally in the Kubernetes Tools ecosystem. - [dzone.com: What Is APIOps? How to Be Successful at It](https://dzone.com/articles/what-is-apiops-and-how-to-be-successful-at-apiops) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone.com: What Is APIOps? How to Be Successful at It in the Kubernetes Tools ecosystem. - [dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and' SREs](https://dzone.com/articles/3-gpt-3-tools-for-developers-software-engineers-de) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and' SREs in the Kubernetes Tools ecosystem. + - **(None)** [](https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem. ## Automation ### Noops Evolution @@ -45,11 +45,23 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2024)** [==Ansible for DevOps Examples==](https://github.com/geerlingguy/ansible-for-devops) β 9787 [YAML CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β The premier community-standard GitHub repository containing configuration blueprints for Jeff Geerling's 'Ansible for DevOps'. Serves as a primary reference for deploying Kubernetes clusters and microservices. ## CICD and DevOps +### Infrastructure As Code + +#### Orchestration Platforms + + - **(2026)** [The DevOps Bottleneck: Why IaC Orchestration is the Missing Piece](https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece) [NONE CONTENT] [COMMUNITY-TOOL] β Addresses operational scale limits when managing state files and workflow dependencies manually. Argues for unified infrastructure orchestration planes that handle secrets distribution and pipeline synchronization systematically. ### Roadmaps #### Career Path - **(2026)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) β 19614 [MARKDOWN CONTENT] ππππ [DE FACTO STANDARD] β An extensive, highly-vetted community map outlining modern DevOps and platform engineering educational pathways. Synthesizes knowledge milestones across systems internals, network protocols, continuous integration/continuous delivery protocols, and hybrid observability. +## Career and Interview Preparation + +### Interview Prep + +#### Cloud Networking + + - **(2026)** [learnsteps.com: DevOps Interview Questions: How will you design your cloud VPC and subnets?](https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β An architectural scenario walkthrough evaluating VPC partition layout designs. Focuses on address planning, NAT placements, security group hierarchies, and transit routing rules within high-availability clouds. ## Chaos Engineering ### Curated Playbooks @@ -81,14 +93,12 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Developer Workflows - **(2021)** [thenewstack.io: 5 Cloud Automation Tips for Developers and DevOps](https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops) [COMMUNITY-TOOL] β Details actionable cloud infrastructure and automation recommendations. Focuses on orchestrating stateless and stateful resources using modular IaC formats, automating dynamic ephemeral staging environments, and implementing declarative cloud drift reconciliation systems. +#### Glossary + + - **(2022)** [redhat.com: Red Hat automation glossary π](https://www.redhat.com/en/blog/red-hat-automation-glossary) [COMMUNITY-TOOL] β Provides a comprehensive terminology reference mapping modern DevOps, configuration management, and automation jargon. Offers clear, enterprise-aligned definitions for terms like CI/CD, IaC, GitOps, and orchestration engines. #### Sysadmin Practices - **(2021)** [redhat.com: Tales from the field: A system administrator's guide to IT automation](https://www.redhat.com/en/blog/it-automation-book) [COMMUNITY-TOOL] β Examines transition stages from traditional system administration scripting to unified declarative automation models. Uses real-world enterprise scenarios to show how to build configuration environments using tools like Ansible. -### Enterprise Containers - -#### Strategy - - - **(2021)** [contino.io: How to Make Enterprise Container Strategies That Last (Part One)](https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one) [NONE CONTENT] [COMMUNITY-TOOL] β An enterprise-focused strategic guide detailing how to design durable container adoption initiatives. It emphasizes aligning developer enablement with platform engineering teams, setting up proper governance models, and establishing realistic operational metrics, ensuring organization-wide Kubernetes migrations don't stall due to cultural friction. ### Network Infrastructure #### Netdevops @@ -106,13 +116,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Devops-as-a-service - **(2021)** [containerjournal.com: Best of 2021 β Kubernetes Enables DevOps-as-a-Service (DaaS)](https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explores how Kubernetes functions as the underlying engine to enable flexible, on-demand DevOps-as-a-Service platforms. Curator reviews focus on dynamic build runner scaling and containerized API scheduling. Live cloud-native operations show that employing Kubernetes controllers allows organizations to build resilient, auto-scaling internal developer platforms that automatically manage their own underlying build workloads. -## Cloud Providers - -### AWS - -#### CICD - - - **(2019)** [cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS](https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws) [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β An architectural guide detailing how to build highly secure, scalable CI/CD pipelines natively on AWS using CodePipeline, CodeBuild, and IAM roles. Discusses security integrations such as static analysis and automated vulnerability scanning at the ingest phase. ## Containerization ### DevOps (1) @@ -130,12 +133,15 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2020)** [Corporate culture complicates Kubernetes and container collaboration π](https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration) [N/A CONTENT] ππ [LEGACY] β Explains how legacy organizational divisions obstruct Kubernetes deployments. Points out the importance of breaking down departmental silos to exploit container multi-tenancy correctly. ## Continuous Delivery -### CICD (1) +### CICD - **(2020)** [learnsteps.com: DevOps Interview Question: How will you set up a CI/CD pipeline? π](https://www.learnsteps.com/devops-interview-question-how-will-you-set-up-a-ci-cd-pipeline) [N/A CONTENT] ππ [COMMUNITY-TOOL] β A technical architectural blueprint of modern pipeline assembly: testing validations, container building, canary promotions, and rollbacks. Essential resource for production architecture preparation. ### Database Delivery - **(2020)** [red-gate.com: Automated Production Deployments are Not the Key to DevOps Performance](https://www.red-gate.com/blog/automated-production-deployments-are-not-the-key-to-devops-performance) [N/A CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Argues that continuous build validation is incomplete if database schema deployments remain a manual task. Outlines database migrations integrated directly inside deployment stages. +### Security Policy + + - **(2020)** [computing.co.uk: CloudBees gets busy with security, visibility and control as DevOps evolves](https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves) [N/A CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Examines corporate initiatives aimed at embedding security validations and automated pipeline compliance directly within Jenkins-based and unified enterprise orchestration systems. ## Culture (1) ### Career Development @@ -271,7 +277,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2023)** [devops.com: Why MTTR is a Vital Metric for DevOps Teams](https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams) [EN CONTENT] [COMMUNITY-TOOL] β Curator Insight: Details how MTTR influences business outcome reliability and pipeline maturity. Live Grounding: Details how real-time logging, distributed tracing, and incident response runbooks directly improve telemetry metrics inside microservices deployments. ## DevOps and SRE -### CICD (2) +### CICD (1) #### Architecture @@ -343,6 +349,9 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co ### Organizational Design +#### Culture and Governance + + - **(2023)** [**blog.vmware.com: DevOps: Culture β Collaboration, Empowerment, Autonomy π**](https://blogs.vmware.com/cloud-foundation) ππππ [ENTERPRISE-STABLE] β Explores structural and cultural transformations required to establish a high-performing DevOps initiative. Focuses on decentralizing operational decisions, psychological safety, and establishing platform teams to enable developers. #### DevOps Bottlenecks - **(2023)** [informationweek.com: What's Holding DevOps Back?](https://www.informationweek.com/software-services/what-s-holding-devops-back-) πππ [LEGACY] β Diagnostic deep dive into the common bottlenecks holding legacy organizations back from true DevOps adoption. Identifies organizational silos, tool fatigue, lack of training, and legacy governance frameworks as persistent pain points. @@ -453,7 +462,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2021)** [thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery](https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Examines the future of software delivery, highlighting platforms that reduce developer friction. Discusses using Kubernetes operators, declarative configurations, and AI-assisted deployment systems to handle hybrid-cloud setups. ### Metrics and Assessment -#### CICD (3) +#### CICD (2) - **(2021)** [bmc.com: DevOps Metrics for Optimizing CI/CD Pipelines](https://www.bmc.com/blogs/devops-ci-cd-metrics) [ADVANCED LEVEL] [COMMUNITY-TOOL] β An in-depth guide on tracking and analyzing CI/CD metrics to optimize performance. Focuses on identifying pipeline bottlenecks, measuring build and deployment speeds, and tracking success rates to improve team efficiency. #### Operational Excellence @@ -563,7 +572,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Entra ID -##### Infrastructure As Code +##### Infrastructure As Code (1) - **(2025)** [**EntraExporter**](https://github.com/microsoft/entraexporter) β 866 [POWERSHELL CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An essential open-source PowerShell tool designed to export entire Microsoft Entra ID tenant configurations to local JSON files. In 2026, EntraExporter is widely used by security and architecture teams to establish configuration baselines, detect drift, and archive tenant states for compliance audits. ## Industry Metrics @@ -591,7 +600,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Education (1) - **(2022)** [**github.com/DevOps-Projects-Ideas/DevOps-Books ππ**](https://github.com/DevOps-Projects-Ideas/DevOps-Books) β 682 [MARKDOWN CONTENT] ππππ [ENTERPRISE-STABLE] β A highly curated reference repository cataloging essential DevOps literature spanning container orchestration, continuous delivery pipelines, and cloud systems engineering. Serves as a reliable technical roadmap for systems architects seeking deep-dive foundational concepts. -### Infrastructure As Code (1) +### Infrastructure As Code (2) #### Automation (3) @@ -601,16 +610,33 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2022)** [thenewstack.io: Cloud Drift Detection: How to Resolve Out-of-State Changes](https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes) [N/A CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β An analytical guide on auditing actual cloud environment states against declarative IaC templates. Details the recovery mechanics necessary to align divergent environments programmatically. ### Security (1) -#### Infrastructure As Code (2) +#### Infrastructure As Code (3) - **(2023)** [thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure](https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure) [N/A CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Details how continuous drift monitoring acts as a primary security perimeter control. Validating resource declarations against cloud runtimes prevents bad actors from executing persistence actions via untracked configuration edits. -## Infrastructure As Code (3) +## Infrastructure As Code (4) ### IaC Fundamentals #### Overview (2) - **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac/) [SPANISH CONTENT] [DOCUMENTATION] πππππ [DE FACTO STANDARD] β Nubenetes architectural reference portal on Infrastructure as Code (IaC). Outlines fundamental philosophies, lifecycle management, and paradigm shifts of treating bare-metal, cloud, or cluster state as declarative, version-controlled code. +## Kubernetes (1) + +### Troubleshooting + +#### Guides (1) + + - **(2023)** [Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions](https://autodotes.com/posts/s90PP9397WYTsAWaRapd) [COMMUNITY-TOOL] β A robust troubleshooting guide compiling common pitfalls, anti-patterns, and direct remedies for everyday Kubernetes operation. It spans topics from service networking misconfigurations to persistent volume mounting failures. This resource provides clear checklists to help platform engineers accelerate incident resolution times. +#### Playbooks + + - **(2023)** [10 Real-World Kubernetes Troubleshooting Scenarios and Solutions](https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions) [COMMUNITY-TOOL] β This compilation details ten authentic, highly technical outage scenarios encountered in production Kubernetes clusters, complete with step-by-step diagnostic paths and resolutions. It covers complex issues like DNS resolution failure, certificate expiration, and stateful volume mounting locks. The practical nature of these scenarios makes this an invaluable resource for active operations teams. +## Management + +### Observability + +#### Governance + + - **(2021)** [forbes.com: Who Should Own The Job Of Observability In DevOps?](https://www.forbes.com/councils/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops/?streamIndex=0) [COMMUNITY-TOOL] β Explores organizational boundaries and team responsibilities, discussing whether application developers, SRE teams, or dedicated platform engineers should own observability setups. Curator Insight: Ownership discussion in tech governance. Live Grounding: Highlights that shared ownership templates yield the highest developer-experience improvements. ## Methodology (1) ### Critique @@ -638,9 +664,16 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Application Delivery (1) - **(2020)** [thenewstack.io: From DevOps to DevApps. Event-Driven Architecture π](https://thenewstack.io/from-devops-to-devapps) [N/A CONTENT] [ADVANCED LEVEL] ππ [COMMUNITY-TOOL] β Highlights the adoption of asynchronous architectures. Demonstrates how event-driven loops alter traditional deployments, replacing synchronous HTTP endpoints with resilient event streaming pipelines. +## Networking + +### CNI + +#### Articles + + - **(2016)** [thenewstack.io: Tigera's Calico Aims to Ease Connectivity Pain with Kubernetes](https://thenewstack.io/kubernetes) [COMMUNITY-TOOL] β An early architectural analysis detail of Project Calico's approach to easing IP-management and network connectivity bottlenecks in scaling clusters. It breaks down how Calico bypasses virtual overlay networks by utilizing standard BGP route propagation, facilitating direct IP routing while enforcing strict network security policies at the Linux kernel level. ## Orchestration -### Kubernetes (1) +### Kubernetes (2) #### Core Concepts (2) @@ -652,13 +685,13 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co ### Containerization (2) -#### CICD (4) +#### CICD (3) - **(2021)** [devops.com: How Containers Simplify DevOps Workflows and CI/CD Pipelines π](https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines) [COMMUNITY-TOOL] β Analyzes structural benefits of using containers as immutable deployment artifacts. Explains how containers prevent environment drift, accelerate automated build times, and streamline target infrastructure orchestration. #### Value Realization - **(2021)** [thenewstack.io: Maximizing the Value of Containerization for DevOps](https://thenewstack.io/maximizing-the-value-of-containerization-for-devops) [COMMUNITY-TOOL] β Explores how containerized virtualization architectures secure strict consistency across development, staging, and production networks. Analyzes image optimization protocols, layer caching mechanisms, secure base images, and container orchestrator deployment strategies. -### Kubernetes (2) +### Kubernetes (3) #### DevOps Integration @@ -682,7 +715,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2023)** [humanitec.com: How to design your repository structures to nail platform engineering](https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A deep architectural dive into GitOps-aligned repository topologies. Discusses split-repository layouts separating application code from environment configurations, enabling declarative platform orchestrators (like Humanitec or ArgoCD) to work seamlessly while maintaining strong security boundaries. ### Business Value (1) -#### Strategy (1) +#### Strategy - **(2023)** [infoworld.com: Why platform engineering?](https://www.infoworld.com/article/2338392/why-platform-engineering.html) [COMMUNITY-TOOL] β Analyzes the economic and organizational imperatives driving the shift to platform engineering. Focuses on scaling development teams, lowering time-to-market, and solving the cognitive overload bottleneck introduced by modern cloud-native service proliferation. ### CICD and DevOps (1) @@ -712,7 +745,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2023)** [thenewstack.io: Architecture and Design Considerations for Platform Engineering Teams](https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Deep dive into architectural design principles for platform engineering. Outlines critical decisions around modular tool chains, declarative configurations, open API design, and self-healing systems that form the structural foundation of enterprise IDPs. ### DevOps Evolution -#### Observability +#### Observability (1) - **(2023)** [honeycomb.io: The Future of Ops Is Platform Engineering π](https://www.honeycomb.io/blog/future-ops-platform-engineering) [COMMUNITY-TOOL] β Examines the structural transition of operations roles towards platform-centric models. Emphasizes how telemetry, observability, and structured logging serve as fundamental pillars in building reliable internal platforms that empower development teams without sacrificing system reliability. #### Spanish Resources @@ -733,7 +766,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Kubernetes Fleet - **(2023)** [frobes.com: How To Empower Modern Kubernetes Management With A Platform Team Model](https://www.forbes.com/councils/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model/?streamIndex=0) [COMMUNITY-TOOL] β Delivers executive-level and architectural analysis on scale-out Kubernetes management. Discusses how dedicated platform engineering teams act as force multipliers, streamlining cluster lifecycle automation, centralized governance, and cost optimization across hybrid and multi-cloud environments. -### Guides (1) +### Guides (2) #### Foundational @@ -763,10 +796,10 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2026)** [infoq.com: InfoQ platform engineering homepage](https://www.infoq.com/platformengineering) [ADVANCED LEVEL] [COMMUNITY-TOOL] β An aggregator of advanced architectural videos, expert presentations, and technical reports on platform design. Serves as a vital industry reference for software architects looking to deploy high-density platforms, covering topics from IDP backends to platform runtimes. ### Industry Trends (1) -#### Articles +#### Articles (1) - **(2025)** [thenewstack.io/platform-engineering](https://thenewstack.io/platform-engineering) [COMMUNITY-TOOL] β A curated repository of technical articles, case studies, and editorial content analyzing the evolution of Platform Engineering from traditional DevOps. Provides critical architectural comparisons, community trends, and technical insights on tool adoption in enterprise environments. -#### Kubernetes (3) +#### Kubernetes (4) - **(2023)** [siliconangle.com: The rise of platform engineering in the Kubernetes era](https://siliconangle.com/2023/04/20/rise-platform-engineering-kubernetes-era-kubecon) [COMMUNITY-TOOL] β An analysis from KubeCon covering the strategic convergence of cloud-native infrastructure and platform engineering. Details how standardizing on Kubernetes APIs enables organizations to construct extensible control planes that mask infrastructure complexity for developers. ### Infrastructure Migration @@ -779,7 +812,15 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Cloud Architecture (1) - **(2023)** [dev.to: Platform Engineering and Internal Developer Platform (IDP)](https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform-3deb) [COMMUNITY-TOOL] β Explores AWS-specific implementations and patterns of Platform Engineering and IDPs. Details the boundaries between application code, infrastructure as code (IaC), and platform orchestrators to create repeatable golden paths for development teams. -### Kubernetes (4) +### Internal Developer Platforms + +#### Architecture (3) + + - **(2024)** [Platform Engineering Guide - 5 Key Use Cases of Internal Developer Platforms](https://www.techworld-with-nana.com/post/platform-engineering-guide) [COMMUNITY-TOOL] β Analyzes five primary use cases of Internal Developer Platforms (IDPs). Highlights automated environment provisioning, self-service continuous delivery pipelines, unified application configuration, access management, and infrastructure observability to optimize the developer experience. +#### Organizational Structure + + - **(2020)** [==softwareengineeringdaily.com: The Rise of Platform Engineering π==](https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Historically significant piece tracking the evolution from traditional DevOps silos to Platform Engineering. Discusses building Internal Developer Platforms (IDPs) to lower cognitive load for application developers, establishing self-service infrastructure portals, and applying product management principles to internal tooling. +### Kubernetes (5) #### IDP Implementation @@ -857,14 +898,14 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Core Architectures - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) β 128202 [MARKDOWN CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. -## Strategy (2) +## Strategy (1) ### Enterprise Performance - **(2020)** [github.blog: How to make DevOps your competitive advantage](https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage) [N/A CONTENT] π [COMMUNITY-TOOL] β Highlights strategic advantages realized by organizations building automated code assembly and validation workflows. Demonstrates how inner-source code bases accelerate release schedules. --- -π‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Developerportals](./developerportals.md) | [Chaos Engineering](./chaos-engineering.md) +π‘ **Explore Related:** [Developerportals](./developerportals.md) | [QA](./qa.md) | [Project Management Tools](./project-management-tools.md) -π **See Also:** [AWS Databases](./aws-databases.md) | [AWS](./aws.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/devsecops.md b/v2-docs/devsecops.md index c8f112af..7e1a06dc 100644 --- a/v2-docs/devsecops.md +++ b/v2-docs/devsecops.md @@ -25,6 +25,13 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - [dzone: Managing Secrets Deployment in GitOps Workflow π](https://dzone.com/articles/managing-kubernetes-secrets) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: Managing Secrets Deployment in GitOps Workflow π in the Kubernetes Tools ecosystem. - [dzone: A Practical Guide for Container Security](https://dzone.com/articles/a-practical-guide-for-container-security) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering dzone: A Practical Guide for Container Security in the Kubernetes Tools ecosystem. - [itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison](https://www.itbusinessedge.com/security/okta-vs-azure-ad) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison in the Kubernetes Tools ecosystem. +## Cloud Architecture + +### Infrastructure Automation + +#### Hybrid Cloud Strategy + + - **(2021)** [cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration π](https://docs.cloudify.co) [ADVANCED LEVEL] [DOCUMENTATION] πππ [COMMUNITY-TOOL] β An architectural manual focused on multi-cloud orchestration and automation frameworks. Discusses leveraging open-source TOSCA-based standards to orchestrate compute resources, handle multi-site network topologies, and coordinate complex deployments across multiple hypervisors. ## Cloud Native Operations ### Kubernetes @@ -32,6 +39,13 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Advanced Templating - **(2022)** [**Kapitan**](https://kapitan.dev) [PYTHON CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An open-source configuration management engine built to generate clean declarative configurations (Kubernetes manifests, Terraform, Ansible) using Python and Jsonnet. Kapitan simplifies managing configurations for multiple environments by using a single source of truth. +## Containers + +### Security and Hardening + +#### Supply Chain Security + + - **(2020)** [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [N/A CONTENT] [COMMUNITY-TOOL] β An urgent technical warning investigating cryptojacking campaigns spreading malware via compromised registries. Underscores the critical requirement for automated image validation and registry access restrictions. ## DevOps ### CICD @@ -50,11 +64,6 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Static Analysis - **(2021)** [securecoding.com: Code Audit: How to Ensure Compliance for an Application](https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application) [N/A CONTENT] [COMMUNITY-TOOL] β Focuses on designing structural code auditing protocols to assure continuous regulatory and technical compliance. Outlines SAST/DAST tooling patterns, automated linting integration, and structured reviewer workflows. Designed for engineering managers seeking to build high-maturity compliance loops into software delivery pipelines. -### Continuous Delivery - -#### Security Policy - - - **(2020)** [computing.co.uk: CloudBees gets busy with security, visibility and control as DevOps evolves](https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves) [N/A CONTENT] [ADVANCED LEVEL] π [COMMUNITY-TOOL] β Examines corporate initiatives aimed at embedding security validations and automated pipeline compliance directly within Jenkins-based and unified enterprise orchestration systems. ### Gitops Secrets #### Mozilla SOPS @@ -142,11 +151,18 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Open Source Curation - **(2021)** [cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 ππ](https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021) [N/A CONTENT] [COMMUNITY-TOOL] β Reviews top open-source security tooling from 2021, including static analysis tools, vulnerability scanners, runtime anomaly detectors, and compliance auditors used within CI/CD pipelines. +## Linux + +### Security + +#### Auditing + + - **(2021)** [sysadminxpert.com: How to do Security Auditing of CentOS System Using Lynis Tool](https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool) [SHELL CONTENT] [ADVANCED LEVEL] [GUIDE] [LEGACY] β Step-by-step tutorial on executing Lynis for systemic compliance checks, privilege audits, and vulnerability detection. Live grounding notes that while CentOS is deprecated, Lynis remains an enterprise-stable auditor on Rocky, Alma, and generic RHEL-family distributions. ## Networking and Security ### Kubernetes Networking -#### Security and Hardening +#### Security and Hardening (1) - **(2020)** [**blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith to Proof**](https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification) [MARKDOWN CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β Focuses on validating network security policies using automated policy-verification and security-testing tools instead of assuming they work. Explains techniques for writing reliable assertions for ingress and egress rules. Live Grounding notes that modern 2026 enterprise teams actively integrate policy checkers (such as Sonobuoy, Cilium Hubble, or OPA) into CI/CD pipelines. ## Observability (1) @@ -168,7 +184,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Validation and Linting - **(2025)** [==KubeLinter==](https://github.com/stackrox/kube-linter) β 3469 [GO CONTENT] πππππ [DE FACTO STANDARD] β An enterprise-grade static analyzer for raw Kubernetes manifest files and Helm charts. Translates security benchmarks, privileged container checks, and missing resource limits into actionable DevOps signals. -## Security +## Security (1) ### AI and Secops @@ -278,6 +294,9 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Aqua Security Integration - **(2021)** [europeclouds.com: Implementing Aqua Security to Secure Kubernetes](https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes) [NONE CONTENT] [COMMUNITY-TOOL] β This reference implementation analyzes Aqua Security's threat protection suite inside Kubernetes platforms. It details automated configuration of image scanning workflows, continuous drift detection mechanisms, and custom-built runtime profiles. Grounded in actual platform defense, this approach addresses immediate container exploitation vectors by establishing clear trust domains. +#### Devsecops + + - **(2023)** [Kubernetes Security Best Practices: A DevSecOps Perspective](https://www.linkedin.com/top-content/career) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A deep dive into Kubernetes security practices through a modern DevSecOps lens. Covers critical strategies including RBAC refinement, network policies, pod security standards, container vulnerability scanning, and managing runtime security alerts. #### Hardening Standards - **(2021)** [infracloud.io: The Ten Commandments of Container Security](https://www.infracloud.io/blogs/top-10-things-for-container-security) [COMMUNITY-TOOL] β Compiles ten key principles of container hardening. Focuses on restricting privileged users, defining hard CPU/memory resource limits, enforcing read-only root filesystems, applying seccomp filters, and eliminating administrative packages from final container builds. @@ -324,7 +343,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2025)** [**git-secret.io**](https://git-secret.io) [BASH CONTENT] ππππ [ENTERPRISE-STABLE] β A bash-based tool for encrypting sensitive files inside Git repositories using GPG keys. It ensures configuration files containing private keys or credentials can be stored in public repos while remaining inaccessible to unauthorized eyes. - **(2022)** [**developers.redhat.com: Protect secrets in Git with the clean/smudge filter**](https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter) [BASH CONTENT] [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] [GUIDE] β Explains the deployment of Git clean/smudge filters as a local workstation guardrail. This configuration transparently encrypts and decrypts sensitive file values during Git staging and checkout processes, preventing accidental upstream exposure of raw development secrets. - **(2020)** [git-cipher](https://github.com/wincent/git-cipher) β 90 [RUBY CONTENT] π [COMMUNITY-TOOL] β An older utility designed to cryptographically secure and decrypt files transparently inside Git workspaces. Largely superseded by modern alternatives like SOPS, it serves as an educational reference for understanding custom Git-filter operations. -### Devsecops +### Devsecops (1) #### Business Strategy @@ -450,6 +469,9 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2022)** [unixarena.com: Terraform β Source credentials from AWS secret Manager](https://unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manager.html) [HCL CONTENT] πππ [COMMUNITY-TOOL] [GUIDE] β Illustrates how to source cloud infrastructure credentials dynamic-on-demand from AWS Secrets Manager using standard Terraform data resources. Avoids persisting plaintext administrative credentials within static project variable configurations. ### Kubernetes Security (1) +#### Admission Controllers + + - **(2022)** [K8s Vault Webhook π](https://ot-container-kit.github.io/k8s-vault-webhook) [GO CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Detailed reference manual for the Banzai Cloud Kubernetes Vault Webhook. Explains mutating webhook mechanics that intercept pod creation to inject secure credentials into environment variables at runtime, using an in-memory execution wrapper to eliminate the need for persistent agent containers. #### Azure Integrations - **(2023)** [==Azure Key Vault to Kubernetes==](https://github.com/SparebankenVest/azure-key-vault-to-kubernetes) β 452 [GO CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β The underlying GitHub repository for the `akv2k8s` project. Features Kubernetes Custom Resource Definitions (CRDs) like `AzureKeyVaultSecret` that run-loop to synchronize Azure credentials into physical Kubernetes secrets. Useful for architectures requiring strict backward compatibility with native Kubernetes secret bindings. @@ -674,7 +696,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Dependency Management - **(2022)** [blog.sonatype.com: Python Packages Upload Your AWS Keys, env vars, Secrets to the Web](https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secrets-to-web) [ADVANCED LEVEL] [COMMUNITY-TOOL] β A technical warning analysis of malicious packages uploaded to public registries like PyPI. Details how typosquatting and supply-chain compromises are used to harvest AWS credentials and environment variables, highlighting the importance of dependency locking and private proxy firewalls. -### Supply Chain Security +### Supply Chain Security (1) #### AWS Integration @@ -813,6 +835,11 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Ansible and Cyberark - **(2021)** [ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation Platform](https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Highlights patterns for automated incident remediation and threat response using CyberArk security profiles triggered by Ansible playbooks. Details dynamic credential rotation and rapid privilege revocation scenarios under active security events. Provides an enterprise-grade framework for unifying dev-sec-ops monitoring with automated compliance enforcement. +### CICD (5) + +#### Penetration Testing (1) + + - **(2021)** [research.nccgroup.com: 10 real-world stories of how weβve compromised CI/CD pipelines](https://www.nccgroup.com/research) [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β Case-study driven review from NCC Group outlining real-world exploits used to compromise continuous delivery channels. Common vectors include poorly protected secrets, dependency confusion attacks, and unauthenticated pipeline runners. This security research highlights the critical importance of runtime monitoring and pipeline isolation to prevent supply-chain compromises. ### Cloud Security (1) #### Identity and Access Management (2) @@ -856,7 +883,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Industry Trends (1) - **(2021)** [devclass.com: Docker: Itβs not dead yet, but thereβs a tendency to walk away, security report finds](https://www.devclass.com/containers/2021/01/13/docker-its-not-dead-yet-but-theres-a-tendency-to-walk-away-security-report-finds/1620265) [COMMUNITY-TOOL] β Explores shifting enterprise preferences from traditional Docker runtimes to modern, container runtime standards like containerd and CRI-O. Focuses on security reports indicating how Kubernetes runtime deprecations and attack-surface reduction drive this trend. -### Devsecops (1) +### Devsecops (2) #### AWS Implementations @@ -918,7 +945,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2022)** [permission.site](https://permission.site) [COMMUNITY-TOOL] β An interactive security validation platform that allows engineers to test how various browser APIs, iframe permissions, and Content Security Policies (CSP) behave, enabling precise verification of client-side web application security postures. --- -π‘ **Explore Related:** [Kustomize](./kustomize.md) | [Terraform](./terraform.md) | [IaC](./iac.md) +π‘ **Explore Related:** [Ansible](./ansible.md) | [IaC](./iac.md) | [Pulumi](./pulumi.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) diff --git a/v2-docs/digitalocean.md b/v2-docs/digitalocean.md index a4af04d8..25f751a0 100644 --- a/v2-docs/digitalocean.md +++ b/v2-docs/digitalocean.md @@ -46,9 +46,16 @@ description: "Top Digitalocean resources for 2026, AI-ranked: Digital Ocean, Com - **(2024)** [App Platform](https://docs.digitalocean.com/products/app-platform) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β App Platform reference document outlining core specs of DigitalOcean's fully managed Platform-as-a-Service (PaaS). Allows automated code deployments directly from Git systems, managing containers, databases, and SSL endpoints. - **(2024)** [App Platform - Digital Ocean PaaS](https://try.digitalocean.com/app-platform) [N/A CONTENT] [COMMUNITY-TOOL] β Highlights onboarding pathways and scalability paradigms inside DigitalOcean's PaaS. Highly optimized for small-to-medium enterprises wanting to run microservice networks without complex VM configurations. +## Web Servers + +### Nginxconfig + +#### Community Tools + + - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β An interactive visual web config builder for constructing highly secure and performant NGINX configuration templates. Addresses reverse proxy configurations, SSL parameters, caching limits, and security headers. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [AWS Backup](./aws-backup.md) | [Ibm_Cloud](./ibm_cloud.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/docker.md b/v2-docs/docker.md index eabf9e49..3d6cdabf 100644 --- a/v2-docs/docker.md +++ b/v2-docs/docker.md @@ -1,5 +1,5 @@ --- -description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more β curated Cloud Native tools, guides and references." +description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β curated Cloud Native tools, guides and references." --- # Docker @@ -219,11 +219,6 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more #### Lifecycle Management - **(2018)** [stevelasker.blog: Docker Tagging: Best practices for tagging and versioning docker images](https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-and-versioning-docker-images) [N/A CONTENT] [COMMUNITY-TOOL] β Examines release artifact numbering frameworks for corporate environments. Outlines semantic naming paradigms and explains the operational risks of using volatile tags in automated orchestration environments. -### Networking - -#### Deep Dive - - - **(2023)** [iximiuz.com: Container Networking Is Simple! π](https://labs.iximiuz.com/tutorials/container-networking-from-scratch) [BASH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β This comprehensive deep-dive tutorial demonstrates how container networking is constructed from scratch using native Linux namespaces, veth pairs, and bridge devices. It walks through creating isolated environments step-by-step and configuring IP routing and NAT to route outbound and inbound traffic safely. ### Orchestration Concepts #### Architecture Comparison @@ -239,9 +234,6 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more #### Build Optimization (1) - **(2024)** [augmentedmind.de: Docker optimization guide: the 12 best tips to optimize Docker image security](https://www.augmentedmind.de/2024/06/12/optimize-docker-image-security) [N/A CONTENT] [COMMUNITY-TOOL] β Provides twelve optimization patterns aligning build speeds with image security. Topics focus on multi-stage build workflows, package manager caching, minimal base systems, and dynamic secret loading. -#### Compliance Frameworks - - - **(2025)** [cheatsheetseries.owasp.org: Docker Security Cheat Sheet ππ](https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β The gold-standard security reference outlining precise configuration structures for Docker environments. Covers namespaces, read-only filesystems, network configurations, and active runtime protection policies. #### Kernel Isolation - **(2022)** [infoq.com: Is Docker Secure Enough?](https://www.infoq.com/articles/securing-docker) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β A security exploration contrasting container shared-kernel mechanisms against sandboxed hypervisor layers like Firecracker and gVisor. Analyzes side-channel vulnerabilities and threat vectors. @@ -251,9 +243,6 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more #### Process Boundaries - **(2023)** [securitylabs.datadoghq.com: Container security fundamentals: Exploring containers as processes](https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Demystifies the operational nature of containers as isolated host processes. Analyzes syscall structures, cgroup isolation properties, and modern runtime inspection workflows for developers. -#### Supply Chain Security - - - **(2020)** [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [N/A CONTENT] [COMMUNITY-TOOL] β An urgent technical warning investigating cryptojacking campaigns spreading malware via compromised registries. Underscores the critical requirement for automated image validation and registry access restrictions. #### Vulnerability Assessment - **(2021)** [brianchristner.io: How to use Docker Security Scan Locally](https://brianchristner.io/how-to-use-docker-scan) [N/A CONTENT] [COMMUNITY-TOOL] β A practical manual outlining static security scanning on developer workstations. Demonstrates how to discover vulnerabilities and outdated packages inside target OCI layers prior to CI deployment. @@ -308,7 +297,7 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more - **(2021)** [linuxadictos.com: Docker presenta nuevas capacidades para desarrolladores](https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β Outlines historical advancements in the Docker developer ecosystem, analyzing features like multi-architecture build mechanisms and enhanced orchestration tooling. ### Docker Networking and Volumes -#### Networking (1) +#### Networking - **(2021)** [**iximiuz.com: What Actually Happens When You Publish a Container Port π**](https://iximiuz.com/en/posts/docker-publish-container-ports) [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β An elite architectural exploration of how published ports route traffic. Explains packet pathways from the host NIC through iptables, DNAT rules, virtual interfaces, and down to the application's listen sockets. #### Volumes @@ -322,6 +311,9 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more #### Build Optimization (2) - **(2021)** [freecodecamp.org: Docker Cache β How to Do a Clean Image Rebuild and Clear Docker's Cache](https://www.freecodecamp.org/news/docker-cache-tutorial) [COMMUNITY-TOOL] [GUIDE] β A practical guide to working with Docker's build cache. Shows how to invalidate the cache, structure layers efficiently, and use CLI prune utilities to optimize build speeds. +#### Build Tools + + - **(2021)** [**technology.doximity.com: Buildpacks vs Dockerfiles π**](https://technology.doximity.com/articles/buildpacks-vs-dockerfiles) [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β Contrasts declarative Cloud Native Buildpacks (CNB) with manual imperative Dockerfile structures. Analyzes the security, consistency, and build speed tradeoffs, arguing that CNBs represent a superior approach to packaging corporate applications at scale. #### Dockerfile Specs - **(2022)** [devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker](https://devtron.ai/blog/cmd-and-entrypoint-differences) [COMMUNITY-TOOL] [GUIDE] β Explores `CMD` and `ENTRYPOINT` behaviors inside Dockerfiles. Details how default runtime parameters interact with target binaries during execution. @@ -404,7 +396,6 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more - **(2020)** [developers.redhat.com: Red Hat Universal Base Images for Docker users](https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for-docker-users) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β This guide explains the structure, licensing, and optimization of Red Hat Universal Base Images (UBI) for developers using Docker or other non-RHEL runtimes. It showcases how UBI provides a free, secure, and enterprise-grade base image platform that maintains strict compatibility with Red Hat Enterprise Linux. It is crucial for standardizing commercial container dependencies. #### Container Management - - **(2026)** [Portainer π](https://www.portainer.io) [N/A CONTENT] [COMMUNITY-TOOL] β Portainer is a leading container management platform designed to simplify Docker, Kubernetes, and Azure ACI environments through an intuitive web interface. It allows platform administrators to easily deploy stacks, monitor real-time resources, manage networks/volumes, and control user access (RBAC). In 2026, it serves as a robust bridging portal between command-line container engines and full-scale orchestration management. - **(2026)** [Portainer Community Edition](https://www.portainer.io/install) [GO CONTENT] [COMMUNITY-TOOL] β The Community Edition of Portainer provides a self-hosted, lightweight administration portal for managing standalone Docker daemons, Swarm clusters, and edge environments. It abstracts complex container and volume operations into a responsive dashboard, reducing operational friction. It remains a popular, stable, and highly trusted portal for developer environments and internal infrastructure management. #### Debugging @@ -608,7 +599,7 @@ description: "Top Docker resources for 2026, AI-ranked: nerdctl, dive and more - **(2026)** [==ory/dockertest==](https://github.com/ory/dockertest) β 4519 [GO CONTENT] πππππ [DE FACTO STANDARD] β Dockertest enables developers to spin up ephemeral Docker containers directly from Go, Rust, or other language test suites to act as real dependencies (e.g., PostgreSQL, Redis). Unlike mock interfaces, it guarantees that integration tests run against actual database engines and stateful systems, disposing of them automatically when tests finish. It represents a gold standard in unit and integration testing pipelines for cloud-native microservices. --- -π‘ **Explore Related:** [Kubernetes On Premise](./kubernetes-on-premise.md) | [Container Managers](./container-managers.md) | [Kubernetes Monitoring](./kubernetes-monitoring.md) +π‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Openshift](./openshift.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/dom.md b/v2-docs/dom.md index 0ad43719..98481b63 100644 --- a/v2-docs/dom.md +++ b/v2-docs/dom.md @@ -20,7 +20,7 @@ description: "Curated, AI-ranked Dom resources for the 2026 Cloud Native archite - **(2026)** [freecodecamp.org: How the Document Object Model Works in JavaScript β DOM' Tutorial for Beginners](https://www.freecodecamp.org/news/javascript-dom) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β An analytical guide breaking down DOM traversal and event propagation mechanics (bubbling and capturing). Essential for intermediate UI engineering, it covers the structural boundaries of web browsers and highlights optimization patterns for interface updates. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/dotnet.md b/v2-docs/dotnet.md index 0d27f1c3..c3536250 100644 --- a/v2-docs/dotnet.md +++ b/v2-docs/dotnet.md @@ -108,7 +108,7 @@ description: "Top Dotnet resources for 2026, AI-ranked: Oakton, Lamar and more - **(2024)** [Paradigm framework](https://www.paradigm.net.co) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β An open-source development platform designed to facilitate rapid, highly structured .NET microservice engineering. Standardizes dependency configurations, modular architectures, data mapping protocols, and enterprise repository patterns. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [API](./api.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/edge-computing.md b/v2-docs/edge-computing.md index 77ce3250..4ff87368 100644 --- a/v2-docs/edge-computing.md +++ b/v2-docs/edge-computing.md @@ -46,7 +46,7 @@ description: "Curated, AI-ranked Edge Computing resources for the 2026 Cloud Nat - **(2021)** [thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge](https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge) [COMMUNITY-TOOL] β An executive perspective from Cloudian highlighting Kubernetes standardization as the foundational component of modern edge architecture. It analyzes strategies to coordinate hybrid storage clusters safely across remote zones. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/elearning.md b/v2-docs/elearning.md index e85baa80..73200c9f 100644 --- a/v2-docs/elearning.md +++ b/v2-docs/elearning.md @@ -22,13 +22,6 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft - [guru99.com](https://www.guru99.com) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering guru99.com in the Kubernetes Tools ecosystem. - [harvard.edu: CS50: Introduction to Computer Science (free)](https://pll.harvard.edu/course/cs50-introduction-computer-science) [COMMUNITY-TOOL] β A curated technical resource and architectural guide covering harvard.edu: CS50: Introduction to Computer Science (free) in the Kubernetes Tools ecosystem. -## CICD - -### Git Integration - -#### Azure DevOps - - - **(2024)** [cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate Guide π](https://ine.com) [NONE CONTENT] [COMMUNITY-TOOL] β An extensive workflow guide demonstrating advanced Git version control configurations within Azure DevOps projects. Shows how to set up strict PR approval limits and automated checkouts. ## Cloud Platforms ### Openshift @@ -45,6 +38,13 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft ##### Gamified Learning - **(2025)** [SQL Police Department](https://sqlpd.com) πππ [COMMUNITY-TOOL] β A specialized gamified engine where users solve mock criminal investigations writing relational SQL queries. Highly effective for building structural query efficiency and database logic before moving to complex stateful containerization. +## Operating Systems and Infrastructure + +### Linux + +#### Sysadmin Tutorials + + - **(2026)** [**learnitguide.net π**](https://www.learnitguide.net) ππππ [ENTERPRISE-STABLE] [GUIDE] β A curated educational platform providing in-depth guides on enterprise Linux administration, DevOps tools, automation, and cloud platforms. Its systematic tutorials are designed to prepare system administrators for managing highly available enterprise environments. ## Orchestration ### Infrastructure As Code @@ -57,6 +57,13 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft #### Vmware Tanzu Ecosystem - **(2026)** [**kube.academy**](https://kube.academy) ππππ [ENTERPRISE-STABLE] β A highly polished training engine sponsored by VMware Tanzu. Walks engineers through complex modular tracks detailing multi-tenancy, cluster scaling, control-plane metrics, and security controls within corporate environments. +## Platform Engineering + +### Legacy Sandboxes + +#### Interactive Learning + + - **(2022)** [katacoda.com π](https://www.katacoda.com) π [COMMUNITY-TOOL] β Katacoda was a widely used interactive browser platform for practicing Kubernetes and container administration. The platform was officially terminated by O'Reilly in 2022. Platform engineers in 2026 utilize alternatives like Killercoda for sandbox exercises. ## Professional Development ### Certifications @@ -137,7 +144,7 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft - **(2026)** [==codely.tv==](https://codely.com/en) [SPANISH CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Spanish-language portal dedicated to Domain-Driven Design (DDD), Clean Code, CQRS patterns, and resilient microservice designs. It details testing strategies for highly decoupled, container-centric production architectures. --- -π‘ **Explore Related:** [Recruitment](./recruitment.md) | [Interview Questions](./interview-questions.md) | [Finops](./finops.md) +π‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Remote Tech Jobs](./remote-tech-jobs.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/embedded-servlet-containers.md b/v2-docs/embedded-servlet-containers.md index cb1232af..b4919f93 100644 --- a/v2-docs/embedded-servlet-containers.md +++ b/v2-docs/embedded-servlet-containers.md @@ -21,7 +21,7 @@ description: "Curated, AI-ranked Embedded Servlet Containers resources for the 2 - **(2026)** [Undertow](https://undertow.io) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β A highly performant, modular web server designed by Red Hat. Written in Java, it features non-blocking, asynchronous capabilities, functioning as a powerful, lightweight container engine for high-density microservices. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [API](./api.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/faq.md b/v2-docs/faq.md index e0732d17..74279e50 100644 --- a/v2-docs/faq.md +++ b/v2-docs/faq.md @@ -42,11 +42,23 @@ description: "Curated, AI-ranked Faq resources for the 2026 Cloud Native archite - **(2022)** [cybercoders.com: What Hiring Managers look for in a Full Stack Developer](https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer) [NONE CONTENT] [COMMUNITY-TOOL] β A market intelligence report surveying hiring requirements for full stack engineering roles. It maps out key technical benchmarks such as comfort with distributed system paradigms, experience with container systems like Docker/Kubernetes, and familiarity with cloud platforms, alongside essential communication and agile development competencies. ## Cloud Infrastructure +### Enterprise Containers + +#### Strategy + + - **(2021)** [contino.io: How to Make Enterprise Container Strategies That Last (Part One)](https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one) [NONE CONTENT] [COMMUNITY-TOOL] β An enterprise-focused strategic guide detailing how to design durable container adoption initiatives. It emphasizes aligning developer enablement with platform engineering teams, setting up proper governance models, and establishing realistic operational metrics, ensuring organization-wide Kubernetes migrations don't stall due to cultural friction. ### Storage and Databases #### Storage Strategy - **(2022)** [thenewstack.io: Choosing Between Container-Native and Container-Ready Storage π](https://thenewstack.io/choosing-between-container-native-and-container-ready-storage) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β A structural comparison between container-native and container-ready storage systems for Kubernetes. It explains how container-native storage operates inside the orchestration engine using CSI (Container Storage Interface), offering dynamic scaling and pod-level isolation, whereas container-ready options rely on enterprise external SAN/NAS storage arrays mapped to Kubernetes nodes. +## DevOps + +### CICD + +#### Kubernetes Orchestration + + - **(2021)** [devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes Environment With DevOps Orchestration](https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration) [COMMUNITY-TOOL] β Accelerating release cycles in Kubernetes environments requires modernizing the CI/CD pipeline with cloud-native orchestration techniques. By automating build, test, and container promotion workflows, teams can minimize deployment errors and configuration drift. The focus is on implementing progressive delivery strategies such as canary and blue-green deployments to de-risk production releases. ## Kubernetes Tools ### General Reference @@ -93,9 +105,16 @@ description: "Curated, AI-ranked Faq resources for the 2026 Cloud Native archite #### Case Study - **(2019)** [From monolith to containers: How Verizon containerized legacy applications on OpenShift π](https://www.youtube.com/watch?v=Q6i0LK4vHsU) [LEGACY] β This real-world enterprise case study details Verizon's migration journey from a legacy monolithic architecture to containerized workloads on Red Hat OpenShift. It highlights practical strategies for managing stateful applications, addressing legacy security constraints, and overcoming organizational resistance. The resulting deployment demonstrates how automated orchestration accelerates feature delivery and improves cluster utilization. +## Networking + +### Multi-cluster + +#### DNS + + - **(2022)** [nginx.com: Automating Multi-Cluster DNS with NGINX Ingress Controller](https://www.f5.com/products/nginx) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Technical blueprint showcasing DNS synchronization and traffic routing automation across multi-cluster environments. Demonstrates leveraging NGINX Ingress for global load balancing and resilient geographical failovers. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/finops.md b/v2-docs/finops.md index f84d7b4b..d6737a1d 100644 --- a/v2-docs/finops.md +++ b/v2-docs/finops.md @@ -63,6 +63,9 @@ description: "Curated, AI-ranked Finops resources for the 2026 Cloud Native arch #### EKS Cost Reduction - **(2023)** [==dev.to: FinOps EKS: 10 tips to reduce the bill up to 90% on AWS managed Kubernetes clusters==](https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Provides ten advanced tips to reduce Amazon EKS costs by up to 90%. Focuses on deploying the Karpenter autoscaler, using AWS Graviton instances, rightsizing pod resources, and setting up automated dev-environment shutdown policies. +#### EKS Log Optimization + + - **(2023)** [**aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane Logs**](https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs) [ADVANCED LEVEL] ππππ [ENTERPRISE-STABLE] β Analyzes the high CloudWatch cost challenges generated by Amazon EKS control plane logs (API server, authenticator, audit, scheduler). Demonstrates how to configure fluent-bit to filter and route only essential telemetry records to cheap storage. #### Policy Engines - **(2024)** [**Cloudburn: An Open-Source Policy Engine for AWS Spending**](https://github.com/towardsthecloud/cloudburn) β 1765 [GO CONTENT] ππππ [ENTERPRISE-STABLE] β Introduces Cloudburn, an open-source command-line tool designed to audit AWS resource groups. By using declarative policies, it alerts teams to idle resources, non-standard instance types, and unassigned Elastic IPs to keep real-world deployments within budget limits. @@ -108,9 +111,15 @@ description: "Curated, AI-ranked Finops resources for the 2026 Cloud Native arch #### Actionable Frameworks - **(2023)** [**infoworld.com: 5 steps to bringing Kubernetes costs in line**](https://www.infoworld.com/article/2338303/5-steps-to-bringing-kubernetes-costs-in-line.html) ππππ [ENTERPRISE-STABLE] β Presents a clear five-step methodology to control Kubernetes infrastructure spend. Covers standard practices like adjusting request/limit ratios, configuring cluster autoscalers (VPA/HPA), and moving non-critical workloads to spot instance pools. +#### Cost Management + + - **(2023)** [==infoworld.com: Kubernetes cost management for the real world==](https://www.infoworld.com/article/2338428/kubernetes-cost-management-for-the-real-world.html) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β A deep dive into the challenges of multi-tenant Kubernetes cost attribution across dynamic namespaces. Contrasts raw hyper-scaler billing records against granular container resource consumption metrics, detailing how Kubecost and OpenCost establish accurate, real-world chargeback frameworks. #### Cost Platforms - **(2022)** [**thenewstack.io: Finout Gets a Handle on Kubernetes Costs**](https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs) ππππ [ENTERPRISE-STABLE] β Reviews Finout's capability to combine multiple cloud invoices (such as AWS, Snowflake, Datadog) and Kubernetes metrics into a single interface. Demonstrates how to link infrastructure spend directly to actual business unit metrics. +#### Foundational Concepts + + - **(2022)** [replex.io: An Introduction to Kubernetes FinOps](https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics) πππ [COMMUNITY-TOOL] β An introductory resource explaining how to divide shared Kubernetes costs across teams. Describes using namespace resource limits and pod metadata tags to set up fair chargeback structures. #### Observability Integrations - **(2023)** [**thenewstack.io: Grafana Wants to Help You Avoid Getting Dinged by Kubernetes Costs**](https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs) ππππ [ENTERPRISE-STABLE] β Discusses Grafana's work to build native cost-monitoring tools directly into standard monitoring dashboards. Explores using Prometheus metrics from OpenCost to display cluster financial trends alongside hardware utilization data. @@ -147,7 +156,7 @@ description: "Curated, AI-ranked Finops resources for the 2026 Cloud Native arch - **(2026)** [Tether (USDt)](https://tether.to) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β The main portal for the Tether (USDt) stablecoin, mapping out collateral verifications, multi-blockchain compatibility layers, and institutional fiat liquidity standards. Important for distributed ledger payments and micro-payment applications. --- -π‘ **Explore Related:** [Recruitment](./recruitment.md) | [Interview Questions](./interview-questions.md) | [HR](./hr.md) +π‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Remote Tech Jobs](./remote-tech-jobs.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/flux.md b/v2-docs/flux.md index 4bbdefcc..011dd6a1 100644 --- a/v2-docs/flux.md +++ b/v2-docs/flux.md @@ -88,7 +88,7 @@ description: "Top Flux resources for 2026, AI-ranked: github: Flux Version 2, gi - **(2022)** [thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD](https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd) [MARKDOWN CONTENT] [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β Explores deploying resilient, stateful microservices using Ondat (formerly StorageOS) as a persistent software-defined storage layer combined with Flux for deployment state synchronization. Live Grounding notes that while Ondat offered advanced CSI-driven capabilities, consolidation in the cloud-native storage sector has shifted focus toward alternatives like Longhorn, Rook/Ceph, or cloud-managed block storage. --- -π‘ **Explore Related:** [CI/CD](./cicd.md) | [Gitops](./gitops.md) | [Openshift Pipelines](./openshift-pipelines.md) +π‘ **Explore Related:** [Jenkins](./jenkins.md) | [CI/CD](./cicd.md) | [Registries](./registries.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/freelancing.md b/v2-docs/freelancing.md index c5e8c6eb..de71178a 100644 --- a/v2-docs/freelancing.md +++ b/v2-docs/freelancing.md @@ -122,7 +122,7 @@ description: "Top Freelancing resources for 2026, AI-ranked: freelancer, crossov - **(2026)** [soshace](https://soshace.com) [COMMUNITY-TOOL] β A curated remote work platform targeting web developers, specifically focusing on React, Angular, and Node.js engineers. It offers transparent vetting and direct client-to-developer contracts. Live grounding emphasizes its utility for medium-sized businesses seeking rapid frontend scaling. --- -π‘ **Explore Related:** [Recruitment](./recruitment.md) | [Interview Questions](./interview-questions.md) | [Finops](./finops.md) +π‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Remote Tech Jobs](./remote-tech-jobs.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/git.md b/v2-docs/git.md index 94166402..fa8e1a43 100644 --- a/v2-docs/git.md +++ b/v2-docs/git.md @@ -65,7 +65,6 @@ description: "Top Git resources for 2026, AI-ranked: pre-commit, Odoo Mergebot a #### Access Control - - **(2024)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explains how to implement OIDC (OpenID Connect) federated identity credentials between GitHub Actions and Microsoft Azure. Eliminates the critical security risk of long-lived corporate service principal credentials by relying on cryptographically short-lived runtime tokens. - **(2021)** [github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN π](https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token) [YAML CONTENT] [COMMUNITY-TOOL] β Exposes crucial YAML syntax controls for configuring granular scopes on standard `GITHUB_TOKEN` values. Restricts security threat profiles by allowing administrators to configure strict read/write variables on repository sub-objects. #### Open Source Workflows @@ -109,6 +108,13 @@ description: "Top Git resources for 2026, AI-ranked: pre-commit, Odoo Mergebot a #### Gitlab Operator - **(2022)** [about.gitlab.com: How to install and use the GitLab Kubernetes Operator (on OCP)](https://about.gitlab.com/blog/gko-on-ocp) [ADVANCED LEVEL] [COMMUNITY-TOOL] β An operational installation guide for deploying the GitLab Kubernetes Operator on Red Hat OpenShift. Discusses Ingress controllers, Security Context Constraints (SCC), and persistent storage volumes. +## Cloud Native Operations + +### Kubernetes + +#### Policy Enforcement + + - **(2022)** [==datree.io==](https://www.datree.io) [GO CONTENT] πππππ [DE FACTO STANDARD] β An enterprise-grade CLI validation engine built to run policy and configuration checks on Kubernetes manifests. Datree evaluates configurations against schema rules and security standards before they reach clusters. This is a critical validation step for CI/CD GitOps pipelines. ## Community ### Developer Relations @@ -954,7 +960,7 @@ Assists developers from specification to implementation, verification, and code - **(2021)** [css-tricks.com: Git: Switching Unstaged Changes to a New Branch](https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch) [COMMUNITY-TOOL] β Analyzes rapid tactics for extracting uncommitted, unstaged alterations into a newly spawned local feature branch. Guides developers on preserving workspace fluidity when starting feature-work inside the wrong branch context without triggering merge hazards. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/gitops.md b/v2-docs/gitops.md index 0b45ebf3..caa8a126 100644 --- a/v2-docs/gitops.md +++ b/v2-docs/gitops.md @@ -86,13 +86,6 @@ description: "Top Gitops resources for 2026, AI-ranked: Helm, openshift-applier ##### Clusterclass - **(2024)** [ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management in Cluster API](https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class) [YAML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Outlines the ClusterClass feature inside Kubernetes Cluster API. Enables building reusable, abstract cluster topologies that simplify control-plane configuration and worker node pool management across diverse host infrastructure. -## Cloud Native and Kubernetes - -### Gitops and Continuous Delivery - -#### Argocd Integration - - - **(2025)** [**Announcing Private Preview: ArgoCD through Microsoft GitOps**](https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747) [N/A CONTENT] ππππ [ENTERPRISE-STABLE] β An announcement regarding native ArgoCD integration managed directly through Azure Arc-enabled Kubernetes and Microsoft GitOps. This development bridges the gap between AKS native extensions and industry-standard GitOps tools, offering declarative cluster state management at scale. It significantly reduces operational overhead by hosting and maintaining control plane elements as a first-class Azure service. ## Cluster Management ### Gitops (3) @@ -100,9 +93,6 @@ description: "Top Gitops resources for 2026, AI-ranked: Helm, openshift-applier #### Anthos - **(2025)** [Anthos Config Management](https://docs.cloud.google.com/kubernetes-engine/docs) [ADVANCED LEVEL] [COMMUNITY-TOOL] β The primary management platform docs covering Anthos Config Management. This framework bundles Config Sync, policy-as-code enforcement (Gatekeeper), and tenant isolation to maintain compliant configuration postures across hybrid cloud environments. -#### Config Sync - - - **(2025)** [Config Sync](https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Config Sync is Google Cloud's GitOps-native configuration engine optimized for Anthos and GKE clusters. It securely syncs cluster state configurations and namespace boundaries directly from trusted Git, OCI, or Helm registries with continuous validation. #### Legacy Tools - **(2022)** [thenewstack.io: Weave GitOps Trusted Delivery: A Road to Kubernetes Sanity?](https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity) [LEGACY] β An archived analytical exploration highlighting Weave's 'Trusted Delivery' framework, emphasizing secure supply chain integration with OPA policies and cryptographically verified pipelines inside Kubernetes environments. @@ -382,6 +372,11 @@ description: "Top Gitops resources for 2026, AI-ranked: Helm, openshift-applier - **(2026)** [Charmed Kubernetes](https://ubuntu.com/kubernetes/charmed-k8s) [PYTHON CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Canonical's enterprise Kubernetes distribution orchestrated using Juju Charms. This platform automates deployment, scaling, lifecycle management, and day-2 operations of multi-cloud Kubernetes clusters using modular, declarative software models, ensuring easy integration with Ceph, OpenStack, and major public clouds. ## Infrastructure As Code (3) +### Kubernetes Provisioning + +#### Gitops Frameworks + + - **(2024)** [Kubestack: Terraform GitOps Framework π](https://www.kubestack.com) [PYTHON CONTENT] [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β Kubestack is a specialized GitOps framework tailored for managing cloud-managed and bare-metal Kubernetes clusters using Terraform. Featuring a robust multi-tier environment structure, it guarantees absolute parity from local development platforms through to multi-zone production configurations. It helps platform engineers declare and provision compliant Kubernetes footprints. ### Kubestack #### Gitops (8) @@ -406,11 +401,6 @@ description: "Top Gitops resources for 2026, AI-ranked: Helm, openshift-applier #### Automation (3) - **(2021)** [github.com/stakater/Xposer](https://github.com/stakater/Xposer) β 32 [GO CONTENT] π [COMMUNITY-TOOL] β A lightweight automation operator designed to monitor services and dynamically generate DNS-mapped Ingress resources to reduce manual administrative overhead. -### Service Mesh - -#### Ebpf Vs Proxy - - - **(2021)** [solo.io: Exploring Cilium Layer 7 Capabilities Compared to Istio](https://www.solo.io/blog) [ADVANCED LEVEL] [COMMUNITY-TOOL] β Architectural analysis contrasting Cilium's kernel-level L7 eBPF traffic management with Istio's user-space Envoy proxy routing, comparing performance and complexity trade-offs. ## Orchestration and Packaging ### Helm and Gitops @@ -461,7 +451,7 @@ description: "Top Gitops resources for 2026, AI-ranked: Helm, openshift-applier - **(2020)** [WKSctl: a Tool for Kubernetes Cluster Management Using GitOps](https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops) [COMMUNITY-TOOL] β An InfoQ technical review detailing the core benefits of using WKSctl to manage host infrastructure via GitOps, analyzing how automated controllers handle node upgrades and configurations without manual ssh actions. --- -π‘ **Explore Related:** [CI/CD](./cicd.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Jenkins](./jenkins.md) +π‘ **Explore Related:** [Jenkins](./jenkins.md) | [CI/CD](./cicd.md) | [Registries](./registries.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/golang.md b/v2-docs/golang.md index c7b354e3..33310e6f 100644 --- a/v2-docs/golang.md +++ b/v2-docs/golang.md @@ -1,5 +1,5 @@ --- -description: "Top Golang resources for 2026, AI-ranked: Awesome Go, go-micro and more β curated Cloud Native tools, guides and references." +description: "Top Golang resources for 2026, AI-ranked: Awesome Go, Dapr and more β curated Cloud Native tools, guides and references." --- # Golang - Go @@ -73,6 +73,11 @@ description: "Top Golang resources for 2026, AI-ranked: Awesome Go, go-micro and #### Debugging Tools - [github.com/groundcover-com: Container Restarts Watcher](https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts) [COMMUNITY-TOOL] β Curator Insight points to a companion code repository for a Groundcover blog exploring Kubernetes container restart triggers. Live Grounding confirms it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states in real-time. +### Microservice Runtimes + +#### Dapr + + - **(2026)** [==Dapr==](https://dapr.io) [GO CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β The Distributed Application Runtime. Employs a highly modular sidecar design to deliver developer-focused APIs for pub/sub messaging, state management, and actor models. ### Web Frameworks #### Request Binding @@ -231,7 +236,7 @@ description: "Top Golang resources for 2026, AI-ranked: Awesome Go, go-micro and - [rehacktive/caffeine](https://github.com/rehacktive/caffeine) β 1176 [COMMUNITY-TOOL] β Curator Insight shows Caffeine as a simple Go command-line tool designed to prevent system sleep cycles. Live Grounding shows stable but quiet activity, functioning perfectly as an OS-level utility. --- -π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [API](./api.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +π‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Javascript](./javascript.md) | [Web3](./web3.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/grafana.md b/v2-docs/grafana.md index 9242cffa..0e2a2310 100644 --- a/v2-docs/grafana.md +++ b/v2-docs/grafana.md @@ -9,6 +9,13 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter !!! info "Architectural Context" Detailed reference for Grafana in the context of Architectural Foundations. +## Infrastructure As Code + +### Package Archives + +#### Visualization + + - **(2020)** [grafana-6.7.2-1.x86_64.rpm](https://grafana.com) [NONE CONTENT] [LEGACY] β A legacy RPM binary package of Grafana 6.7.2. Kept as a reference point for historical dashboards and older enterprise network configurations. ## Kubernetes Tools ### General Reference @@ -24,7 +31,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter - **(2024)** [==Artemis Prometheus Metrics Plugin==](https://github.com/rh-messaging/artemis-prometheus-metrics-plugin) β 28 [JAVA CONTENT] πππππ [DE FACTO STANDARD] β Duplicates technical setup for the Artemis-Prometheus plugin, highlighting metrics formatting for queue lengths, active sessions, and underlying JVM memory states. ## Observability -### Infrastructure As Code +### Infrastructure As Code (1) #### Grafana Provisioning @@ -48,7 +55,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter #### JVM Monitoring - **(2024)** [==Prometheus JMX Exporter π==](https://github.com/prometheus/jmx_exporter) β 3306 [JAVA CONTENT] πππππ [DE FACTO STANDARD] [LEGACY] β A highly critical Prometheus collector that scrapes and formats JVM JMX mBeans. Widely utilized in enterprise legacy clusters running Java applications, Kafka, and Cassandra. -### Visualization +### Visualization (1) #### Grafana Configuration @@ -56,7 +63,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter #### Grafana Extensibility - **(2020)** [scylladb.com: Building a Grafana Backend Plugin](https://www.scylladb.com/2020/10/01/building-a-grafana-backend-plugin) [COMMUNITY-TOOL] β A developer-oriented walkthrough showing how to construct custom backend data plugins for Grafana using Go. It focuses on implementing optimized query parsers, managing API secrets, and routing telemetry queries directly to non-native time-series databases. -#### Infrastructure As Code (1) +#### Infrastructure As Code (2) - **(2026)** [==Grafana provisioning Ansible Role==](https://github.com/cloudalchemy/ansible-grafana) β 503 [ANSIBLE CONTENT] πππππ [DE FACTO STANDARD] β An automated Ansible role engineered by Cloud Alchemy to deploy, configure, and maintain Grafana services. It translates Grafana's file-based provisioning API parameters into clean Ansible playbooks, standardizing monitoring stack deployments across virtualized environments. #### Product Updates @@ -88,7 +95,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter #### Grafana Alerting - **(2021)** [grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana Cloud](https://grafana.com/blog/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud) [COMMUNITY-TOOL] [GUIDE] β Shares actionable configurations for the most prominent user-requested synthetic monitoring alerts in Grafana Cloud, including DNS failures, HTTP latency spikes, SSL certificate expirations, and global availability drops. Facilitates preemptive identification of microservice edge-network connectivity failures before user impact occurs. -### Visualization (1) +### Visualization (2) #### Dashboard Design @@ -179,7 +186,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter - **(2023)** [==Grafana Faro π==](https://grafana.com/oss/faro) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Introduction to Grafana Faro, an open-source web SDK designed for Frontend Application Observability. Collects real-time core web vitals, user logs, console errors, and session metrics. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/helm.md b/v2-docs/helm.md index e33267dd..08bb61b9 100644 --- a/v2-docs/helm.md +++ b/v2-docs/helm.md @@ -1,5 +1,5 @@ --- -description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and more β curated Cloud Native tools, guides and references." +description: "Top Helm resources for 2026, AI-ranked: Helm, Artifact Hub and more β curated Cloud Native tools, guides and references." --- # Helm Kubernetes Tool @@ -183,6 +183,13 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor #### Operator Perspectives - **(2021)** [opensource.com: What Kubernetes taught me about development](https://opensource.com/article/21/12/kubernetes-developer) [N/A CONTENT] [COMMUNITY-TOOL] β An architectural reflection detailing key developer-centric shifts encountered when adapting to Kubernetes environments. It explores paradigms like declarative APIs, container-first test loops, and how platform engineers must redefine application boundaries in microservice environments. +## Infrastructure As Code + +### Helm (3) + +#### Prometheus Deployment + + - **(2023)** [Setup Prometheus Using Helm Chart on Kubernetes](https://devopscube.com/setup-prometheus-helm-chart) [NONE CONTENT] [COMMUNITY-TOOL] β Technical guide on installing a production-ready Prometheus instance into Kubernetes using Helm. Explains configuring persistent storage claims, setting retention policies, and overriding default ingress objects. ## Kubernetes Tools ### General Reference @@ -222,6 +229,11 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor - **(2026)** [prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts π](https://prometheus-community.github.io/helm-charts) [YAML CONTENT] [COMMUNITY-TOOL] β The official Prometheus community Helm charts registry, housing the essential kube-prometheus-stack. This remains the absolute industry standard for managing Prometheus, Grafana dashboards, Alertmanager definitions, and metrics-collector sidecars. ## Platform Engineering +### Application Delivery (2) + +#### Catalog UI + + - **(2025)** [==kubeapps.dev π==](https://kubeapps.dev) [GO CONTENT] [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β A web-based control plane for deploying and managing packaged cloud-native applications on Kubernetes. Provides visual tooling to interact with Helm charts, Operators, and Carvel packages with integrated RBAC and multi-cluster deployment scopes. ### Kubernetes Gitops and Packaging #### Alternative Deployment Engines @@ -267,6 +279,9 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor #### Java Microservices - **(2022)** [openshift.com: Introducing the Quarkus Helm Chart](https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart) [N/A CONTENT] [COMMUNITY-TOOL] β An introduction detailing the design of the Quarkus Helm Chart, optimized for cloud-native Java microservices. It highlights native compiling integrations, GraalVM deployment profiles, and how to harness OpenShift pipelines for highly efficient container bootstrapping. +#### Learning Hubs + + - **(2025)** [Red Hat Training & Certification Community](https://access.redhat.com/community/learn) [N/A CONTENT] [COMMUNITY-TOOL] β Red Hat's official training ecosystem community. It offers platform operators, architects, and developers verified learning pathways, course materials, and labs covering OpenShift administration and cloud-native practices. #### Legacy Charts - **(2020)** [==Jenkins==](https://github.com/helm/charts/tree/master/stable/jenkins) β 15424 [YAML CONTENT] πππππ [DE FACTO STANDARD] [LEGACY] β The deprecated stable Helm chart repository for Jenkins. It is strongly recommended to avoid this legacy version, as active development and security patches have transitioned exclusively to the official Jenkins community repository on Artifact Hub. @@ -299,7 +314,7 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor - **(2022)** [aws.amazon.com: Preventing Kubernetes misconfigurations using Datree](https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree) [N/A CONTENT] [COMMUNITY-TOOL] β An AWS technical write-up detailing the configuration of Datree policies inside Amazon EKS clusters to catch security and configuration drift. It details automated testing strategies to block misconfigured resource manifests at pre-commit and pipeline execution gates. --- -π‘ **Explore Related:** [AWS Databases](./aws-databases.md) | [Demos](./demos.md) | [Kubernetes Tools](./kubernetes-tools.md) +π‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS](./aws.md) +π **See Also:** [Ansible](./ansible.md) | [AWS Storage](./aws-storage.md) diff --git a/v2-docs/hr.md b/v2-docs/hr.md index a0186d05..4858e2d2 100644 --- a/v2-docs/hr.md +++ b/v2-docs/hr.md @@ -28,7 +28,7 @@ description: "Curated, AI-ranked HR resources for the 2026 Cloud Native architec - **(2026)** [elconfidencial.com: Olvida RRHH, ahora es el Departamento de DiversiΓ³n: la infantilizaciΓ³n del paΓs de las 6.000 'startups'](https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800) [SPANISH CONTENT] [COMMUNITY-TOOL] β An analytical study investigating modern employee retention trends in high-tech environments, specifically exploring the architectural shifts in human resources and corporate cultural structures. --- -π‘ **Explore Related:** [Recruitment](./recruitment.md) | [Interview Questions](./interview-questions.md) | [Finops](./finops.md) +π‘ **Explore Related:** [Newsfeeds](./newsfeeds.md) | [Remote Tech Jobs](./remote-tech-jobs.md) | [Workfromhome](./workfromhome.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/iac.md b/v2-docs/iac.md index 7280111f..74924076 100644 --- a/v2-docs/iac.md +++ b/v2-docs/iac.md @@ -31,9 +31,6 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### AI Code Generation - **(2026)** [gofireflyio/aiac π](https://github.com/gofireflyio/aiac) β 3792 [GO CONTENT] πππ [ENTERPRISE-STABLE] β Duplicate entry of the AI-powered infrastructure command-line application (aiac). Generates clean IaC templates, Dockerfiles, and CI pipelines through natural language translation engines. -#### Orchestration Platforms - - - **(2026)** [The DevOps Bottleneck: Why IaC Orchestration is the Missing Piece](https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece) [NONE CONTENT] [COMMUNITY-TOOL] β Addresses operational scale limits when managing state files and workflow dependencies manually. Argues for unified infrastructure orchestration planes that handle secrets distribution and pipeline synchronization systematically. #### Security Scanning - **(2026)** [Checkmarx/kics](https://github.com/Checkmarx/kics) β 2649 [GO CONTENT] [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β An open-source static code analysis engine designed to uncover vulnerabilities and structural issues in IaC manifests. Parses Terraform, Kubernetes manifests, Helm charts, Dockerfiles, and Ansible files for compliance discrepancies. @@ -42,21 +39,8 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### Career Path - **(2026)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) β 19614 [MARKDOWN CONTENT] ππππ [DE FACTO STANDARD] β An extensive, highly-vetted community map outlining modern DevOps and platform engineering educational pathways. Synthesizes knowledge milestones across systems internals, network protocols, continuous integration/continuous delivery protocols, and hybrid observability. -## Cloud Governance - -### Enterprise Architecture - -#### Landing Zones - - - **(2026)** [Azure Landing Zone Technical Documentation](https://azure.github.io/Azure-Landing-Zones) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Central knowledge base for Azure Landing Zones (ALZ) design principles and implementations. This portal provides guidance on identity management, network topology, subscription organization, and proactive governance policies. It acts as the key blueprint for deploying scalable multi-subscription cloud platform architectures. - - **(2026)** [Azure Landing Zone - Microsoft Cloud Adoption Framework](https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Explains the architectural principles of Azure Landing Zones under the Microsoft CAF. It emphasizes separation of concerns across management, connectivity, and identity planes, while using custom policy assignments for automated control. This guidance helps platform teams establish a robust foundation for onboarding application workloads. ## Cloud Infrastructure -### Azure Networking - -#### Multi-tenant Topology - - - **(2025)** [Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager](https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β An official exploration of Azure Virtual Network Manager (AVNM) capabilities for coordinating network topologies across distinct enterprise Entra ID tenants. Architects learn how to leverage AVNM to scale governance, enforce global security rules, and simplify cross-tenant hub-and-spoke peerings programmatically. ### Infrastructure As Code (1) #### Compliance Auditing @@ -65,12 +49,20 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### History and Insights - **(2026)** [youtube: Mitchell Hashimoto: The Inside Story of HashiCorp's IaC Journey | The IaC Podcast](https://www.youtube.com/watch?v=--RRpw_6onA) [NONE CONTENT] [COMMUNITY-TOOL] β An in-depth video interview exploring the early development, design constraints, and technological milestones of HashiCorp's suite. Offers high-level insights into state management and the evolution of cloud orchestration. +#### Migration Strategies + + - **(2026)** [The Definitive Guide to Importing Your Cloud Resources into IaC](https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac) [NONE CONTENT] [COMMUNITY-TOOL] β A detailed technical review addressing drift reconciliation when converting untracked click-ops clouds into declarative state files. Reviews native state import commands and toolkits that automate resource generation. #### Schema Generation - **(2026)** [TerraSchema: Generate JSON Schema from Terraform Configurations](https://github.com/HewlettPackard/terraschema) β 71 [GO CONTENT] π [COMMUNITY-TOOL] β A specialized CLI tool that parses declared Terraform configurations to generate structural JSON Schemas. Useful for running runtime validation scripts on dynamic inputs or verifying API schemas during configuration processing. #### Terraform Practices - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) β 2473 [MARKDOWN CONTENT] [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] [GUIDE] β A definitive guide detailing patterns and antipatterns for structural Terraform designs. Features industry-accepted guidelines on monorepo layout, variable validation, dynamic module injection, and drift remediation within production enterprise clouds. +### Kubernetes and Operators + +#### GCP Resources + + - **(2026)** [cloud.google.com/config-connector](https://docs.cloud.google.com/config-connector/docs/overview) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β Explains GCP Config Connector implementation patterns. Lets engineers configure Google Cloud infrastructure through Kubernetes Custom Resource Definitions, utilizing Kubernetes controllers to construct databases, IAM permissions, and storage endpoints. ## Cloud Management ### Finops @@ -78,15 +70,6 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### Optimization - **(2024)** [infoworld.com: 5 priorities that cut cloud costs and improve IT ops](https://www.infoworld.com/article/2338245/5-priorities-that-cut-cloud-costs-and-improve-it-ops.html) [COMMUNITY-TOOL] β Outlines five critical priorities for cutting cloud computing costs and enhancing operations. Covers automated resource destruction, VM rightsizing, and leveraging IaC templates to eliminate abandoned cloud environments. -## Cloud Native - -### AWS - -#### Governance - -##### AWS Organizations - - - **(2024)** [AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively](https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively) [COMMUNITY-TOOL] β Explores core configuration benefits of AWS Organizations for multi-account governance. Highlights service control policies (SCPs), unified billing, and secure programmatic account instantiation using IaC. ## DevOps ### Gitops @@ -143,6 +126,11 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### Terminology - **(2022)** [thenewstack.io: GUIs, CLI, APIs: Learn Basic Terms of Infrastructure-as-Code](https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code) [COMMUNITY-TOOL] β Clarifies foundational interfacesβGUIs, CLIs, and APIsβused in automated provisioning workflows. Details how modern declarative execution pipelines abstract these layers to guarantee predictable environment configurations. +#### Terraform + +##### Secrets + + - **(2025)** [Ephemeral Values in Terraform](https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β Explains the design and execution mechanics of Ephemeral Values introduced in modern Terraform releases. Discusses preventing credential leakages by keeping sensitive short-lived resources completely out of persistent state logs. #### Tool Comparison - **(2023)** [intellipaat.com: Terraform vs Ansible: Key Differences Between Terraform and Ansible π](https://intellipaat.com/blog/terraform-vs-ansible-difference) [COMMUNITY-TOOL] β Compares Terraform and Ansible, focusing on state management and typical use cases. Shows how Terraform specializes in declarative stateful cloud provisioning, while Ansible excels at stateless procedural host and configuration management. @@ -161,20 +149,6 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### Workflows - **(2022)** [alpacked.io: Infrastructure as Code in DevOps π](https://alpacked.io/blog/infrastructure-as-code-for-devops) [COMMUNITY-TOOL] β Synthesizes why Infrastructure as Code represents the baseline of high-velocity DevOps frameworks. Features modular code design, collaborative version-control practices, and multi-tenant environment consistency. -## Finops and Cloud Cost - -### Azure Optimization - -#### Landing Zones (1) - - - **(2025)** [==Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for Cost Optimization==](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706) [ADVANCED LEVEL] πππππ [DE FACTO STANDARD] β Details how to configure a FinOps-compliant Azure Landing Zone. Uses Azure Policy and management groups to enforce resource tag policies, mandate budget limits at subscription boundaries, and automate continuous cost governance. -## Governance and Management - -### Enterprise Governance - -#### Landing Zones (2) - - - **(2023)** [Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options](https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options) [COMMUNITY-TOOL] [GUIDE] β Microsoft's Cloud Adoption Framework (CAF) roadmap evaluating landing zone platform deployment options. Evaluates differences between Portal, Bicep, and Terraform implementations, outlining trade-offs in velocity, maintenance overhead, and custom extensibility. ## Infrastructure ### Sysadmin @@ -201,7 +175,7 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro - **(2025)** [==AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub' Copilot==](https://github.com/Azure/AZVerify) β 95 [TYPESCRIPT CONTENT] πππππ [DE FACTO STANDARD] β An innovative open-source tool bridging declarative Bicep files, live Azure deployments, and system diagrams using GitHub Copilot. Standardizes validation processes during complex infrastructure-as-code planning. --- -π‘ **Explore Related:** [Kustomize](./kustomize.md) | [Terraform](./terraform.md) | [Securityascode](./securityascode.md) +π‘ **Explore Related:** [Ansible](./ansible.md) | [Pulumi](./pulumi.md) | [Kubernetes Security](./kubernetes-security.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) diff --git a/v2-docs/ibm_cloud.md b/v2-docs/ibm_cloud.md index e4785773..b67251a3 100644 --- a/v2-docs/ibm_cloud.md +++ b/v2-docs/ibm_cloud.md @@ -78,7 +78,7 @@ description: "Top Ibm_Cloud resources for 2026, AI-ranked: IBM Cloud, IBM Spectr - **(2019)** [IBM Leverages Containers to Advance DevOps on Mainframes](https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes) [ADVANCED LEVEL] πππ [COMMUNITY-TOOL] β Details how IBM brought containerization architectures (like z/OS Container Extensions) to its zSystems mainframes. Live Grounding confirms this as a key modernization vector, enabling developers to build and test mainframe workloads using Git-driven Docker/Kubernetes workflows. --- -π‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +π‘ **Explore Related:** [AWS Storage](./aws-storage.md) | [Digitalocean](./digitalocean.md) | [AWS Backup](./aws-backup.md) -π **See Also:** [Project Management Methodology](./project-management-methodology.md) | [AWS Databases](./aws-databases.md) +π **See Also:** [AWS Pricing](./aws-pricing.md) | [Ansible](./ansible.md) diff --git a/v2-docs/index.md b/v2-docs/index.md index b1a4b37a..2cc76b66 100644 --- a/v2-docs/index.md +++ b/v2-docs/index.md @@ -69,7 +69,7 @@
awesome-* lists Β· AI-classified Β· link-validated