diff --git a/README.md b/README.md index 560b5091..18012012 100644 --- a/README.md +++ b/README.md @@ -135,14 +135,14 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T ## 2. Repository Metrics and Evolution ### 2.1. The "Heart" of Nubenetes -(Stats as of 2026-06-24) +(Stats as of 2026-06-25) | Metric | Value | | :--- | :--- | | **Total Technical Resources (Links)** | **18649+** | | **Specialized MD Pages** | **162** | -| **Total Commits** | **6468+** | +| **Total Commits** | **6477+** | | **Primary AI Engine** | **Google Gemini (Agentic)** | @@ -180,7 +180,7 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem. | 6 | 2023 | 30 | 123 | Maintenance & Refinement | | 7 | 2024 | 53 | 218 | Curation Strategy Pivot | | 8 | 2025 | 5 | 20 | Stability & Research Phase | -| 9 | 2026 | 2909 | 12,014 | **Agentic AI Surge** (May 2026 Inception) | +| 9 | 2026 | 2918 | 12,051 | **Agentic AI Surge** (May 2026 Inception) | @@ -196,8 +196,8 @@ xychart-beta title "Nubenetes Annual Growth Metrics (2018โ€“2026)" x-axis ["2018", "2019", "2020", "2021", "2022", "2023", "2024", "2025", "2026"] y-axis "Volume (Commits / Estimated New Refs)" 0 --> 13000 - bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 12014] - bar [350, 142, 2046, 531, 402, 30, 53, 5, 2909] + bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 12051] + bar [350, 142, 2046, 531, 402, 30, 53, 5, 2918] ``` @@ -207,7 +207,7 @@ xychart-beta | :--- | :---: | :---: | :--- | | 2026-04 | 25 | 103 | Active Curation | | 2026-05 | 2101 | 8,677 | **Agentic Inception (Gemini Era)** | -| 2026-06 | 783 | 3,233 | Active Curation | +| 2026-06 | 792 | 3,270 | Active Curation | ### 2.4. Content Distribution and Semantic Clustering diff --git a/data/news_digest.json b/data/news_digest.json index 0978ad7c..c7790460 100644 --- a/data/news_digest.json +++ b/data/news_digest.json @@ -4645,49 +4645,22 @@ }, "12_months": { "Kubernetes & Orchestration": [ - { - "url": "https://nubenetes.com/crossplane", - "title": "Crossplane", - "date": "2026-06-14", - "stars": 5, - "impact": "critical", - "why": "Crossplane acts as a paradigm-shifting universal control plane, allowing teams to manage external cloud resources declaratively using native Kubernetes APIs.", - "category": "Kubernetes & Orchestration" - }, - { - "url": "https://github.com/Azure/azure-workload-identity", - "title": "==Azure/azure-workload-identity==", - "date": "2026-06-14", - "stars": 5, - "impact": "critical", - "why": "Azure Workload Identity provides a modern, OIDC-based enterprise-grade standard for mapping Kubernetes service accounts to cloud identity providers.", - "category": "Kubernetes & Orchestration" - }, - { - "url": "https://github.com/NVIDIA/k8s-device-plugin", - "title": "NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes", - "date": "2026-06-14", - "stars": 5, - "impact": "critical", - "why": "This plugin serves as the foundational bridge enabling high-performance GPU scheduling and hardware acceleration required for enterprise AI/ML workloads.", - "category": "Kubernetes & Orchestration" - }, - { - "url": "https://github.com/aws-controllers-k8s/community", - "title": "AWS Controllers for Kubernetes (ACK) ๐ŸŒŸ", - "date": "2026-06-13", - "stars": 5, - "impact": "critical", - "why": "ACK enables pure GitOps for cloud infrastructure by allowing operators to define and manage AWS resources directly through standard Kubernetes manifests.", - "category": "Kubernetes & Orchestration" - }, { "url": "https://www.apptio.com/products/kubecost/?src=kc-com", "title": "Kubecost ๐ŸŒŸ", "date": "2026-06-18", "stars": 5, "impact": "high", - "why": "Kubecost is the industry-standard FinOps solution for real-time cost allocation and granular observability across multi-cluster cloud environments.", + "why": "It has established itself as the industry standard for real-time FinOps and granular cost allocation in complex multi-cluster environments.", + "category": "Kubernetes & Orchestration" + }, + { + "url": "https://nubenetes.com/crossplane", + "title": "Crossplane", + "date": "2026-06-14", + "stars": 5, + "impact": "critical", + "why": "It represents a major paradigm shift by transforming Kubernetes into a universal control plane capable of declaratively managing any external cloud infrastructure.", "category": "Kubernetes & Orchestration" }, { @@ -4696,25 +4669,34 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "SigNoz delivers a powerful, open-source APM alternative that natively leverages OpenTelemetry to unify metrics, traces, and logs in a single dashboard.", + "why": "It offers a modern, high-performance, open-source APM alternative that natively integrates OpenTelemetry for full-stack observability.", "category": "Kubernetes & Orchestration" }, { - "url": "https://github.com/gravitational/teleport", - "title": "Teleport ๐ŸŒŸ", - "date": "2026-06-13", + "url": "https://github.com/Azure/azure-workload-identity", + "title": "==Azure/azure-workload-identity==", + "date": "2026-06-14", "stars": 5, - "impact": "high", - "why": "Teleport enforces zero-trust architecture by consolidating identity-backed access, session recording, and auditing across all Kubernetes clusters.", + "impact": "critical", + "why": "It introduces a crucial security paradigm shift by enabling passwordless, OIDC-based federated identity mapping between Kubernetes and cloud providers.", "category": "Kubernetes & Orchestration" }, { - "url": "https://github.com/k8gb-io/k8gb", - "title": "k8gb ๐ŸŒŸ", - "date": "2026-06-13", + "url": "https://github.com/NVIDIA/k8s-device-plugin", + "title": "NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes", + "date": "2026-06-14", + "stars": 5, + "impact": "critical", + "why": "It serves as the critical infrastructural link required to orchestrate hardware-accelerated GPUs for enterprise AI/ML workloads.", + "category": "Kubernetes & Orchestration" + }, + { + "url": "https://github.com/liqotech/liqo", + "title": "liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies", + "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "k8gb provides a lightweight, CNCF-supported global load-balancing solution to enable seamless multi-region high availability directly within Kubernetes.", + "why": "It provides a highly novel approach to multi-cluster orchestration by allowing seamless, transparent resource sharing and pod scheduling across separate Kubernetes clusters.", "category": "Kubernetes & Orchestration" }, { @@ -4723,16 +4705,34 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "Kargo fills a major gap in modern continuous delivery by coordinating GitOps-native application promotion across progressive release stages.", + "why": "It solves a major GitOps operational pain point by automating and coordinating application promotion pipelines across multi-stage environments natively in Kubernetes.", "category": "Kubernetes & Orchestration" }, { - "url": "https://github.com/derailed/k9s", - "title": "K9s - Kubernetes CLI To Manage Your Clusters In Style!", + "url": "https://github.com/gravitational/teleport", + "title": "Teleport ๐ŸŒŸ", "date": "2026-06-13", "stars": 5, "impact": "high", - "why": "K9s remains the undisputed standard for terminal-based cluster management, vastly accelerating day-to-day troubleshooting and resource inspection.", + "why": "It modernizes cluster security by consolidating access management, identity-backed auditing, and session recording into a single multi-protocol gateway.", + "category": "Kubernetes & Orchestration" + }, + { + "url": "https://github.com/aws-controllers-k8s/community", + "title": "AWS Controllers for Kubernetes (ACK) ๐ŸŒŸ", + "date": "2026-06-13", + "stars": 5, + "impact": "high", + "why": "It allows platform teams to unify resource provisioning by managing AWS services directly through native Kubernetes APIs and CRDs.", + "category": "Kubernetes & Orchestration" + }, + { + "url": "https://github.com/k8gb-io/k8gb", + "title": "k8gb ๐ŸŒŸ", + "date": "2026-06-13", + "stars": 5, + "impact": "high", + "why": "It addresses global disaster recovery by providing a cloud-native, CNCF-backed GSLB operator that automates multi-region failover via local DNS.", "category": "Kubernetes & Orchestration" } ], @@ -5110,8 +5110,8 @@ "title": "==metalbear-co/mirrord==", "date": "2026-06-14", "stars": 5, - "impact": "critical", - "why": "It revolutionizes remote Kubernetes debugging by mirroring traffic and DNS directly to local processes without requiring slow container build/redeploy cycles.", + "impact": "high", + "why": "It dramatically shortens developer inner loops by allowing local processes to plug directly into remote Kubernetes namespaces without requiring image builds.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5120,7 +5120,7 @@ "date": "2026-06-14", "stars": 5, "impact": "critical", - "why": "It has redefined the Python developer workflow by replacing multiple slow legacy linters and formatters with a single, lightning-fast Rust-based tool.", + "why": "It has become the de facto standard for Python linting and formatting, leveraging Rust to significantly reduce CI build times across the industry.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5129,7 +5129,7 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "It standardizes Java integration testing by automatically orchestrating Dockerized external dependencies directly inside the JUnit lifecycle.", + "why": "It automates real Docker container lifecycles in JUnit, eliminating flakiness and mock-heavy setups for Java integration testing.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5138,7 +5138,7 @@ "date": "2026-06-13", "stars": 5, "impact": "high", - "why": "It automates the configuration of Kubernetes liveness and readiness probes directly within the Spring Boot application context for seamless container lifecycle management.", + "why": "It automatically aligns Spring Actuator endpoints with Kubernetes native lifecycle probes, simplifying reliable cloud-native deployments.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5146,8 +5146,8 @@ "title": "pydantic/pydantic", "date": "2026-06-13", "stars": 5, - "impact": "high", - "why": "It is the de facto standard for high-performance data validation and schema enforcement in modern, type-hinted Python microservices.", + "impact": "critical", + "why": "It is the undisputed industry standard for Python data validation, utilizing a Rust-compiled core to enforce strict type structures at scale.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5156,7 +5156,7 @@ "date": "2026-06-12", "stars": 5, "impact": "high", - "why": "It bridges Spring Boot applications with Kubernetes-native constructs like ConfigMaps and service discovery to simplify cloud deployment.", + "why": "It seamlessly bridges Spring Boot with native Kubernetes primitives like ConfigMaps and service discovery to simplify cloud configurations.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5165,16 +5165,16 @@ "date": "2026-06-12", "stars": 5, "impact": "high", - "why": "It enables deep, production-grade memory profiling for Python applications, which is critical for debugging memory leaks in containerized microservices.", + "why": "It provides advanced memory tracking capabilities essential for optimizing high-density Python microservices and preventing memory leaks in production.", "category": "Python, Java & Developer Ecosystem" }, { - "url": "https://cloud.spring.io/spring-cloud-vault/reference/html", - "title": "cloud.spring.io: Spring Cloud Vault ๐ŸŒŸ", - "date": "2026-06-01", + "url": "https://github.com/microsoft/pyright", + "title": "github.com/microsoft/pyright", + "date": "2026-06-06", "stars": 5, "impact": "high", - "why": "It integrates secure HashiCorp Vault secrets management and dynamic credential rotation directly into the enterprise Java application model.", + "why": "It provides Microsoft's performant static type checking to maintain code quality in large-scale enterprise Python deployments.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5183,7 +5183,7 @@ "date": "2026-06-01", "stars": 5, "impact": "critical", - "why": "It delivers a highly optimized Java framework designed specifically for GraalVM, dramatically reducing memory footprint and startup times in Kubernetes.", + "why": "It redefines Java for serverless and Kubernetes environments with supersonic startup speeds and extremely low memory footprints.", "category": "Python, Java & Developer Ecosystem" }, { @@ -5191,8 +5191,8 @@ "title": "Spring Cloud", "date": "2026-06-01", "stars": 5, - "impact": "high", - "why": "It remains the foundational standard library for orchestrating distributed systems and microservices patterns within the enterprise Java ecosystem.", + "impact": "critical", + "why": "It remains the premier ecosystem for coordinating complex microservices and distributed patterns across Java enterprises.", "category": "Python, Java & Developer Ecosystem" } ], @@ -7284,9 +7284,9 @@ }, "12_months": { "Kubernetes & Orchestration": { - "last_analyzed": "2026-06-23T13:59:31.863497+02:00", - "entry_hash": "c39e23245b63550a", - "entry_count": 1514, + "last_analyzed": "2026-06-25T10:14:05.479165+02:00", + "entry_hash": "63df0aec2e0ef0cd", + "entry_count": 1513, "method": "gemini" }, "Observability, SRE & Testing": { @@ -7314,9 +7314,9 @@ "method": "gemini" }, "Python, Java & Developer Ecosystem": { - "last_analyzed": "2026-06-19T14:54:45.632023+02:00", - "entry_hash": "029424617427dc8e", - "entry_count": 736, + "last_analyzed": "2026-06-25T10:14:23.967074+02:00", + "entry_hash": "9203ed6d785b27c1", + "entry_count": 735, "method": "gemini" }, "Linux & System Foundations": { @@ -7440,6 +7440,6 @@ "method": "fallback_small" } }, - "last_updated": "2026-06-24T18:31:29.934951+02:00" + "last_updated": "2026-06-25T10:14:24.973025+02:00" } } \ No newline at end of file diff --git a/docs/aws.md b/docs/aws.md index fb086227..2a5e0de5 100644 --- a/docs/aws.md +++ b/docs/aws.md @@ -114,7 +114,7 @@ - https://aws.amazon.com/whitepapers - https://docs.aws.amazon.com - https://www.aws.training -- [skillbuilder.aws: AWS Skill Builder](https://skillbuilder.aws/) - AWS's official digital learning center with free and paid courses, hands-on labs, and learning paths for cloud certifications +- [skillbuilder.aws: AWS Skill Builder](https://skillbuilder.aws) - AWS's official digital learning center with free and paid courses, hands-on labs, and learning paths for cloud certifications - https://aws.amazon.com/solutions/case-studies - https://www.youtube.com/user/amazonWebServices - https://repost.aws diff --git a/docs/index.md b/docs/index.md index 9987e405..47c1f01e 100644 --- a/docs/index.md +++ b/docs/index.md @@ -340,10 +340,10 @@ A curated list of awesome references collected since 2018. Microservices archite ---
-[![docker videos](images/docker_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/DockerIo) [![cncf videos](images/cncf_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/cloudnativefdn) [![kubernetes logo](images/kubernetes_logo.png){: style="width:7%"}](https://www.youtube.com/kubernetescommunity) [![redhat videos](images/redhat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/redhat) [![openshift videos](images/openshift_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenShift) [![rancher logo](images/rancher-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Rancher) [![cloudbees videos](images/cloudbees_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/CloudBeesTV) [![jenkins videos](images/jenkins-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/jenkinscicd) [![jenkins-x videos](images/jenkins_x_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCN2kblPjXKMcjjVYmwvquvg) [![spinnaker videos](images/spinnaker_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCcxQbw8kT1-FRhFhO2QCetg) [![vmware tanzu logo](images/vmware_tanzu_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/VMwareTanzu) [![vmware videos](images/vmware_logo.png){: style="width:7%"}](https://www.youtube.com/vmware) [![proxmox videos](images/proxmox_logo.png){: style="width:7%"}](https://www.youtube.com/ProxmoxVE)
-[![ibm cloud videos](images/ibm_cloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/IBMTechnology) [![aws videos](images/aws_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/amazonwebservices) [![gcp videos](images/gcp_logo.jpg){: style="width:7%"}](https://www.youtube.com/user/googlecloudplatform) [![azure videos](images/azure_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MicrosoftAzure) [![oraclecloud videos](images/oracle_cloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OracleCloudInfrastructure) [![digitalocean videos](images/digital_ocean_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Digitalocean) [![cloudflare](images/cloudflare_logo.jpg){: style="width:7%"}](https://www.youtube.com/cloudflare) [![scaleway cloud](images/scaleway_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/Scaleway-Cloud) [![openstack](images/openstack_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenStackFoundation) [![harhicorp videos](images/hashicorp_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/HashiCorp) [![pulumi videos](images/pulumi_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/PulumiTV) [![ionos videos](images/ionos_logo.png){: style="width:7%"}](https://www.youtube.com/@IONOSUK) [![nutanix videos](images/nutanix_logo.png){: style="width:7%"}](https://www.youtube.com/nutanix)
+[![docker videos](images/docker_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/DockerIo) [![cncf videos](images/cncf_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/cloudnativefdn) [![kubernetes logo](images/kubernetes_logo.png){: style="width:7%"}](https://www.youtube.com/kubernetescommunity) [![redhat videos](images/redhat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/redhat) [![openshift videos](images/openshift_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenShift) [![rancher logo](images/rancher-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Rancher) [![cloudbees videos](images/cloudbees_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/CloudBeesTV) [![jenkins videos](images/jenkins-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/jenkinscicd) [![jenkins-x videos](images/jenkins_x_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCN2kblPjXKMcjjVYmwvquvg) [![spinnaker videos](images/spinnaker_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCcxQbw8kT1-FRhFhO2QCetg) [![vmware tanzu logo](images/vmware_tanzu_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/VMwareTanzu)
+[![ibm cloud videos](images/ibm_cloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/IBMTechnology) [![aws videos](images/aws_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/amazonwebservices) [![gcp videos](images/gcp_logo.jpg){: style="width:7%"}](https://www.youtube.com/user/googlecloudplatform) [![azure videos](images/azure_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MicrosoftAzure) [![oraclecloud videos](images/oracle_cloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OracleCloudInfrastructure) [![digitalocean videos](images/digital_ocean_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Digitalocean) [![cloudflare](images/cloudflare_logo.jpg){: style="width:7%"}](https://www.youtube.com/cloudflare) [![scaleway cloud](images/scaleway_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/Scaleway-Cloud) [![openstack](images/openstack_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenStackFoundation) [![harhicorp videos](images/hashicorp_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/HashiCorp) [![pulumi videos](images/pulumi_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/PulumiTV)
[![dzone](images/dzone_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/dzone) [![prometheus videos](images/prometheus_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/PrometheusIo) [![grafana videos](images/grafana_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Grafana) [![istio videos](images/istio_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Istio) [![elastic videos](images/elasticsearch_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Elastic) [![dynatrace videos](images/dynatrace_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/dynatrace) [![appdynamics videos](images/appdynamics_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/appdynamics) [![newrelic videos](images/newrelic_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/NewRelicInc) [![tigera calico](images/tigera_calico_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC8uN3yhpeBeerGNwDiQbcgw) [![weavecloud](images/weavecloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/WeaveWorksInc) [![lambdatest](images/lambdatest.jpg){: style="width:7%"}](https://www.youtube.com/c/LambdaTest)
-[![atlassian videos](images/atlassian_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Atlassian) [![vscode videos](images/vscode_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Code) [![github videos](images/github_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/GitHub) [![gitlab video](images/gitlab_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Gitlab) [![gitkraken](images/gitkraken_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Gitkraken) [![rocket_chat](images/rocket_chat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/RocketChatApp) [![slack](images/slack_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Slackhq) [![mattermost](images/mattermost_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MattermostHQ) [![microsoft365](images/microsoft_365_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/microsoft365) [![openproject](images/openproject_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenProjectCommunity) [![tetrate](images/tetrate_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Tetrate) [![salesforce videos](images/salesforce_logo.svg){: style="width:7%"}](https://www.youtube.com/Salesforce) [![sap videos](images/sap_logo.png){: style="width:7%"}](https://www.youtube.com/user/SAP)
+[![atlassian videos](images/atlassian_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Atlassian) [![vscode videos](images/vscode_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Code) [![github videos](images/github_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/GitHub) [![gitlab video](images/gitlab_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Gitlab) [![gitkraken](images/gitkraken_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Gitkraken) [![rocket_chat](images/rocket_chat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/RocketChatApp) [![slack](images/slack_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Slackhq) [![mattermost](images/mattermost_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MattermostHQ) [![microsoft365](images/microsoft_365_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/microsoft365) [![openproject](images/openproject_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenProjectCommunity) [![tetrate](images/tetrate_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Tetrate)
[![rh devel](images/rh_developer_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/RedHatDevelopers) [![spring logo](images/spring-logo.jpg){: style="width:7%"}](https://www.youtube.com/user/SpringSourceDev) [![quarkus logo](images/quarkus-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Quarkusio) [![lightbend videos](images/lightbend_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Lightbend-TV) [![postman videos](images/postman_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/postman) [![swagger videos](images/smartbear_swagger_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Smartbear) [![jfrog](images/jfrog_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/JFrogInc) [![sonatype](images/sonatype_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Sonatypeinc) [![sonarsource sonarqube](images/sonarsource_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCS5-gTYteN9rnFd98YxYtrA) [![chrome developers videos](images/chromedevtools_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/GoogleChromeDevelopers) [![mozilla developer](images/mozilla_developer_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MozillaDeveloper)
[![crunchydata](images/crunchydata_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/CrunchyDataPostgres) [![liquibase video](images/liquibase_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC5qMsRjObu685rTBq0PJX8w) [![cockroachdb](images/cockroachdb_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/cockroachdb) [![mongodb](images/mongodb_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MongoDBofficial) [![redis](images/redis_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Redisinc) [![confluent video](images/confluent_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Confluent) [![kubemq video](images/kubemq_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCud7fErZAyMC6lHT_cWZNfA) [![openebs](images/openebs_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC3ywadaAUQ1FI4YsHZ8wa0g) [![storageos](images/storageos_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCm63IQg81KP9vXRWSHQpu1w) [![robin](images/robin_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCt7N400Z8gB_3yKq1qrjP2w) [![portworx](images/portworx_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Portworx)
[![cloud academy](images/cloud_academy_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Cloudacademy) [![acloudguru](images/acloudguru_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/AcloudGuru) [![devops_tv](images/devops_tv_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Devopsdotcom) [![xebialabs](images/xebialabs_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/XebiaLabs) [![devops library](images/devops_library_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Devopslibrary) [![codecademy](images/codecademy.jpg){: style="width:7%"}](https://www.youtube.com/c/codecademy) [![coursera](images/coursera_logo.jpg){: style="width:7%"}](https://www.youtube.com/user/coursera) [![academind](images/academind_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Academind) [![guru99](images/guru99_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/guru99comm) [![intellipaat](images/intellipaat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Intellipaat) [![cloud quick POCs](images/cloudquickpocs.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCv9MUffHWyo2GgLIDLVu0KQ)
@@ -352,7 +352,8 @@ A curated list of awesome references collected since 2018. Microservices archite [![ContinuousDeliveryFoundation](images/ContinuousDeliveryFoundation.jpg){: style="width:7%"}](https://www.youtube.com/c/ContinuousDeliveryFoundation) [![tina huang](images/tinahuang.jpg){: style="width:7%"}](https://www.youtube.com/c/TinaHuang1) [![azure devops](images/azure_devops_youtube.jpg){: style="width:7%"}](https://www.youtube.com/c/AzureDevOps) [![azure cloud native](images/azure_cloud_native.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC2Pk9GcHhlVV0R9CQIU6gLw) [![alibaba cloud](images/alibaba_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/AlibabaCloud) [![linode cloud](images/linode_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/linode) [![gaia-x](images/gaia_x.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCB5WMc2FfrxKzfd7XIODoMw) [![gps](images/gps.jpg){: style="width:7%"}](https://www.youtube.com/c/MadeByGPS) [![keptn](images/keptn_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/keptn) [![anais urlichs](images/anais_urlichs.jpg){: style="width:7%"}](https://www.youtube.com/c/AnaisUrlichs) [![the digital life](images/the_digital_life.jpg){: style="width:7%"}](https://www.youtube.com/c/TheDigitalLifeTech)
[![Azure Terraformer](images/azure-terraformer.jpg){: style="width:7%"}](https://www.youtube.com/@azure-terraformer) [![Ned in the Cloud](images/nedinthecloud.jpg){: style="width:7%"}](https://www.youtube.com/@NedintheCloud) [![netbox](images/netboxlabs_logo.jpg){: style="width:7%"}](https://www.youtube.com/@NetBoxLabs) [![Tech with Helen](images/techwithhelen.jpg){: style="width:7%"}](https://www.youtube.com/@techwithhelen) [![bytebytego](images/bytebytego.jpg){: style="width:7%"}](https://www.youtube.com/@ByteByteGo) [![dotcsv](images/dotcsv.jpg){: style="width:7%"}](https://www.youtube.com/@DotCSV) [![midulive](images/midulive.jpg){: style="width:7%"}](https://www.youtube.com/@midulive) [![returngis](images/returngis_logo.jpg){: style="width:7%"}](https://www.youtube.com/@returngis) [![kubefm](images/kubefm_logo.jpg){: style="width:7%"}](https://www.youtube.com/@kubefm) [![Olena Kutsenko](images/olena_kutsenko.jpg){: style="width:7%"}](https://www.youtube.com/@OlenaKutsenko) [![mouredev](images/mouredev.jpg){: style="width:7%"}](https://www.youtube.com/@mouredev)
[![CloudNativeMadrid](images/cloudnativemadrid_logo.jpg){: style="width:7%"}](https://www.youtube.com/@CloudNativeMadrid) [![kyndryl](images/kyndryl_logo.jpg){: style="width:7%"}](https://www.youtube.com/@kyndryl) [![itopstalk](images/itopstalk_logo.png){: style="width:7%"}](https://www.youtube.com/@ITOpsTalk) [![gcp videos new](images/gcp_logo_v2.png){: style="width:7%"}](https://www.youtube.com/@googlecloudtech) [![Google Gemini](images/google_gemini_logo.png){: style="width:7%"}](https://www.youtube.com/@GoogleGemini) [![Google DeepMind](images/google_deepmind_logo.png){: style="width:7%"}](https://www.youtube.com/@googledeepmind) [![Anthropic](images/anthropic_logo.png){: style="width:7%"}](https://www.youtube.com/@anthropic-ai) [![Microsoft Copilot](images/microsoft_copilot_logo.png){: style="width:7%"}](https://www.youtube.com/@Microsoft.Copilot) [![OpenAI](images/openai_logo.png){: style="width:7%"}](https://www.youtube.com/OpenAI) [![Meta AI](images/meta_ai_logo.png){: style="width:7%"}](https://www.youtube.com/@aiatmeta) [![Microsoft Reactor](images/microsoft_reactor_logo.png){: style="width:7%"}](https://www.youtube.com/@MicrosoftReactor)
-[![Playwright](images/playwright_logo.png){: style="width:7%"}](https://www.youtube.com/@Playwrightdev) [![Arsys](images/arsys_logo.svg){: style="width:7%"}](https://www.youtube.com/@arsys) [![ClickHouse](images/clickhouse_logo.svg){: style="width:7%"}](https://www.youtube.com/@ClickHouseDB) [![Gustavo Entrala](images/gustavo_entrala.jpg){: style="width:7%"}](https://www.youtube.com/@gustavo-entrala) [![Firebase](images/firebase_logo.svg){: style="width:7%"}](https://www.youtube.com/@Firebase) [![Supabase](images/supabase_logo.svg){: style="width:7%"}](https://www.youtube.com/c/supabase) +[![Playwright](images/playwright_logo.png){: style="width:7%"}](https://www.youtube.com/@Playwrightdev) [![Arsys](images/arsys_logo.svg){: style="width:7%"}](https://www.youtube.com/@arsys) [![ClickHouse](images/clickhouse_logo.svg){: style="width:7%"}](https://www.youtube.com/@ClickHouseDB) [![Gustavo Entrala](images/gustavo_entrala.jpg){: style="width:7%"}](https://www.youtube.com/@gustavo-entrala) [![Firebase](images/firebase_logo.svg){: style="width:7%"}](https://www.youtube.com/@Firebase) [![Supabase](images/supabase_logo.svg){: style="width:7%"}](https://www.youtube.com/c/supabase)
+[![ionos videos](images/ionos_logo.png){: style="width:7%"}](https://www.youtube.com/@IONOSUK) [![nutanix videos](images/nutanix_logo.png){: style="width:7%"}](https://www.youtube.com/nutanix) [![vmware videos](images/vmware_logo.png){: style="width:7%"}](https://www.youtube.com/vmware) [![proxmox videos](images/proxmox_logo.png){: style="width:7%"}](https://www.youtube.com/ProxmoxVE) [![salesforce videos](images/salesforce_logo.svg){: style="width:7%"}](https://www.youtube.com/Salesforce) [![sap videos](images/sap_logo.png){: style="width:7%"}](https://www.youtube.com/user/SAP)
diff --git a/v2-docs/index.md b/v2-docs/index.md index 30bd372f..31db633f 100644 --- a/v2-docs/index.md +++ b/v2-docs/index.md @@ -92,7 +92,7 @@
-
๐Ÿ”ฅ Trending Now โ€” Cloud Native Intelligence Updated Jun 24, 2026
+
๐Ÿ”ฅ Trending Now โ€” Cloud Native Intelligence Updated Jun 25, 2026
@@ -214,6 +214,13 @@
๐Ÿ“ˆ Rising this Quarter โ€” Sustained Momentum
+
+
๐Ÿ”ด CRITICAL
+
FinOps & Cloud Cost
+
FinOps for Kubernetes: Insufficient โ€“ or nonexistent โ€“ Kubernetes' cost monitoring is causing overspend
+
2026-06-18
+
Provides CNCF-backed guidance on why visibility and cost monitoring are crucial to stopping runaway costs in complex Kubernetes deployments.
+
๐Ÿ”ด CRITICAL
Kubernetes & Orchestration
@@ -249,7 +256,7 @@
2026-06-14 ยท ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ
It represents a major paradigm shift in container image building, introducing concurrent stages and highly efficient caching.
-
+
๐Ÿ”ด CRITICAL
Linux & System Foundations
bpftrace
@@ -291,13 +298,6 @@
2026-06-01 ยท ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ
Argo CD is the industry-standard declarative continuous delivery engine for Kubernetes, making it foundational to modern enterprise GitOps workflows.
-
-
๐Ÿ”ด CRITICAL
-
Certification & Training
-
The Linux Foundation Training
-
2026-06-01 ยท ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ
-
As the official home for the CKA, CKAD, and CKS curricula, this is the single most critical training source for cloud-native professionals.
-
@@ -323,7 +323,7 @@

Cloud Providers & Core Infrastructure

-[![aws videos](images/aws_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/amazonwebservices) [![azure videos](images/azure_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MicrosoftAzure) [![gcp videos](images/gcp_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/user/googlecloudplatform) [![gcp videos new](images/gcp_logo_v2.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@googlecloudtech) [![ibm cloud videos](images/ibm_cloud_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/IBMTechnology) [![oraclecloud videos](images/oracle_cloud_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OracleCloudInfrastructure) [![digitalocean videos](images/digital_ocean_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Digitalocean) [![cloudflare](images/cloudflare_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/cloudflare) [![scaleway cloud](images/scaleway_cloud.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Scaleway-Cloud) [![openstack](images/openstack_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OpenStackFoundation) [![alibaba cloud](images/alibaba_cloud.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AlibabaCloud) [![linode cloud](images/linode_cloud.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/linode) [![gaia-x](images/gaia_x.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCB5WMc2FfrxKzfd7XIODoMw) [![kyndryl](images/kyndryl_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@kyndryl) [![Arsys](images/arsys_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@arsys) [![ionos videos](images/ionos_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@IONOSUK) [![nutanix videos](images/nutanix_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/nutanix) +[![aws videos](images/aws_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/amazonwebservices) [![azure videos](images/azure_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MicrosoftAzure) [![gcp videos](images/gcp_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/user/googlecloudplatform) [![gcp videos new](images/gcp_logo_v2.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@googlecloudtech) [![ibm cloud videos](images/ibm_cloud_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/IBMTechnology) [![oraclecloud videos](images/oracle_cloud_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OracleCloudInfrastructure) [![digitalocean videos](images/digital_ocean_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Digitalocean) [![cloudflare](images/cloudflare_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/cloudflare) [![scaleway cloud](images/scaleway_cloud.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Scaleway-Cloud) [![openstack](images/openstack_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OpenStackFoundation) [![alibaba cloud](images/alibaba_cloud.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AlibabaCloud) [![linode cloud](images/linode_cloud.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/linode) [![gaia-x](images/gaia_x.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCB5WMc2FfrxKzfd7XIODoMw) [![kyndryl](images/kyndryl_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@kyndryl) [![Arsys](images/arsys_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@arsys)
@@ -331,7 +331,7 @@

Cloud Native Platforms & Kubernetes

-[![cncf videos](images/cncf_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/cloudnativefdn) [![kubernetes logo](images/kubernetes_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/kubernetescommunity) [![redhat videos](images/redhat_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/redhat) [![openshift videos](images/openshift_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OpenShift) [![rancher logo](images/rancher-logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Rancher) [![vmware tanzu logo](images/vmware_tanzu_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/VMwareTanzu) [![argocd project](images/argoproj.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCOvYmppcbOPm1viN6ust3lA) [![fluxcd](images/fluxcd.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCoZxt-YMhGHb20ZkvcCc5KA) [![keptn](images/keptn_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/keptn) [![netbox](images/netboxlabs_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@NetBoxLabs) [![kubefm](images/kubefm_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@kubefm) [![container days](images/containerdays.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/ContainerDays) [![tetrate](images/tetrate_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Tetrate) [![vmware videos](images/vmware_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/vmware) [![proxmox videos](images/proxmox_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/ProxmoxVE) +[![cncf videos](images/cncf_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/cloudnativefdn) [![kubernetes logo](images/kubernetes_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/kubernetescommunity) [![redhat videos](images/redhat_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/redhat) [![openshift videos](images/openshift_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OpenShift) [![rancher logo](images/rancher-logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Rancher) [![vmware tanzu logo](images/vmware_tanzu_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/VMwareTanzu) [![argocd project](images/argoproj.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCOvYmppcbOPm1viN6ust3lA) [![fluxcd](images/fluxcd.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCoZxt-YMhGHb20ZkvcCc5KA) [![keptn](images/keptn_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/keptn) [![netbox](images/netboxlabs_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@NetBoxLabs) [![kubefm](images/kubefm_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@kubefm) [![container days](images/containerdays.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/ContainerDays) [![tetrate](images/tetrate_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Tetrate)
@@ -355,7 +355,7 @@

Development, Testing & Collaboration

-[![vscode videos](images/vscode_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Code) [![Playwright](images/playwright_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@Playwrightdev) [![chrome developers videos](images/chromedevtools_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/GoogleChromeDevelopers) [![mozilla developer](images/mozilla_developer_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MozillaDeveloper) [![rh devel](images/rh_developer_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/RedHatDevelopers) [![spring logo](images/spring-logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/user/SpringSourceDev) [![quarkus logo](images/quarkus-logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Quarkusio) [![lightbend videos](images/lightbend_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Lightbend-TV) [![lambdatest](images/lambdatest.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/LambdaTest) [![rocket_chat](images/rocket_chat_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/RocketChatApp) [![slack](images/slack_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Slackhq) [![mattermost](images/mattermost_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MattermostHQ) [![microsoft365](images/microsoft_365_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/microsoft365) [![openproject](images/openproject_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OpenProjectCommunity) [![salesforce videos](images/salesforce_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/Salesforce) [![sap videos](images/sap_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/user/SAP) +[![vscode videos](images/vscode_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Code) [![Playwright](images/playwright_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@Playwrightdev) [![chrome developers videos](images/chromedevtools_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/GoogleChromeDevelopers) [![mozilla developer](images/mozilla_developer_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MozillaDeveloper) [![rh devel](images/rh_developer_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/RedHatDevelopers) [![spring logo](images/spring-logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/user/SpringSourceDev) [![quarkus logo](images/quarkus-logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Quarkusio) [![lightbend videos](images/lightbend_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Lightbend-TV) [![lambdatest](images/lambdatest.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/LambdaTest) [![rocket_chat](images/rocket_chat_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/RocketChatApp) [![slack](images/slack_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Slackhq) [![mattermost](images/mattermost_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MattermostHQ) [![microsoft365](images/microsoft_365_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/microsoft365) [![openproject](images/openproject_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/OpenProjectCommunity)
diff --git a/v2-docs/mlops.md b/v2-docs/mlops.md index 65ae3c5c..2d938f44 100644 --- a/v2-docs/mlops.md +++ b/v2-docs/mlops.md @@ -28,10 +28,6 @@ description: "Top MLOps resources for 2026, AI-ranked: kubeflow, Ray and more - **(2022)** [bea.stollnitz.com: Creating batch endpoints in Azure ML](https://bea.stollnitz.com/blog/aml-batch-endpoint) [PYTHON CONTENT] ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ [COMMUNITY-TOOL] โ€” Demystifies Azure ML batch endpoint configurations, highlighting the differences between batch and low-latency real-time managed endpoints. Covers execution environments, partition configurations, storage connections, and scaling parameters needed to serve heavy computational batch datasets efficiently. - **(2021)** [youtube: Deploy Convolutional Neural Network (CNN) on Azure with Python | Deep Learning Deployment | MLOPS](https://www.youtube.com/watch?v=6sqGxVI3X1w) [PYTHON CONTENT] ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ [COMMUNITY-TOOL] โ€” A practical video tutorial showing step-by-step preparation, containerization, and hosting of a Convolutional Neural Network (CNN) on Azure container endpoints. Demonstrates writing score scripts, declaring environment dependencies, and triggering predictions via REST APIs. -### Red Hat - - - **(2024)** [**redhat.com: Bring Your Own Knowledge โ€” Automation Intelligent Assistant (RAG)**](https://www.redhat.com/en/blog/bring-your-own-knowledge-automation-intelligent-assistant) [ENTERPRISE-STABLE] ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ โ€” Enterprise guide to building knowledge-augmented AI assistants using Retrieval-Augmented Generation (RAG). Covers ingestion pipelines, vector store integration, and prompt engineering patterns for grounding LLM responses in private enterprise data, applicable to Kubernetes and cloud-native environments. - ### Flyte Managed - **(2024)** [**Union Cloud**](https://www.union.ai) [NONE CONTENT] [ADVANCED LEVEL] ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ๐ŸŒŸ [ENTERPRISE-STABLE] โ€” A managed enterprise platform powered by Flyte, designed to orchestrate complex machine learning and data engineering workloads. It delivers serverless operational abstraction, dynamic scaling, robust isolation structures, and unified lineage tracing across multi-cloud environments. diff --git a/v2-docs/tech-digest.md b/v2-docs/tech-digest.md index 897a796c..f828a5d9 100644 --- a/v2-docs/tech-digest.md +++ b/v2-docs/tech-digest.md @@ -44,16 +44,16 @@ search: | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-14 | [Crossplane](https://nubenetes.com/crossplane) | ๐Ÿ”ด critical | Crossplane acts as a paradigm-shifting universal control plane, allowing teams to manage external cloud resources declaratively using native Kubernetes APIs. | - | 2026-06-14 | [Azure/azure-workload-identity](https://github.com/Azure/azure-workload-identity) | ๐Ÿ”ด critical | Azure Workload Identity provides a modern, OIDC-based enterprise-grade standard for mapping Kubernetes service accounts to cloud identity providers. | - | 2026-06-14 | [NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes](https://github.com/NVIDIA/k8s-device-plugin) | ๐Ÿ”ด critical | This plugin serves as the foundational bridge enabling high-performance GPU scheduling and hardware acceleration required for enterprise AI/ML workloads. | - | 2026-06-13 | [AWS Controllers for Kubernetes (ACK) ๐ŸŒŸ](https://github.com/aws-controllers-k8s/community) | ๐Ÿ”ด critical | ACK enables pure GitOps for cloud infrastructure by allowing operators to define and manage AWS resources directly through standard Kubernetes manifests. | - | 2026-06-18 | [Kubecost ๐ŸŒŸ](https://www.apptio.com/products/kubecost/?src=kc-com) | ๐ŸŸก high | Kubecost is the industry-standard FinOps solution for real-time cost allocation and granular observability across multi-cluster cloud environments. | - | 2026-06-14 | [SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool ๐ŸŒŸ](https://github.com/SigNoz/signoz) | ๐ŸŸก high | SigNoz delivers a powerful, open-source APM alternative that natively leverages OpenTelemetry to unify metrics, traces, and logs in a single dashboard. | - | 2026-06-13 | [Teleport ๐ŸŒŸ](https://github.com/gravitational/teleport) | ๐ŸŸก high | Teleport enforces zero-trust architecture by consolidating identity-backed access, session recording, and auditing across all Kubernetes clusters. | - | 2026-06-13 | [k8gb ๐ŸŒŸ](https://github.com/k8gb-io/k8gb) | ๐ŸŸก high | k8gb provides a lightweight, CNCF-supported global load-balancing solution to enable seamless multi-region high availability directly within Kubernetes. | - | 2026-06-14 | [github.com/akuity/kargo](https://github.com/akuity/kargo) | ๐ŸŸก high | Kargo fills a major gap in modern continuous delivery by coordinating GitOps-native application promotion across progressive release stages. | - | 2026-06-13 | [K9s - Kubernetes CLI To Manage Your Clusters In Style!](https://github.com/derailed/k9s) | ๐ŸŸก high | K9s remains the undisputed standard for terminal-based cluster management, vastly accelerating day-to-day troubleshooting and resource inspection. | + | 2026-06-18 | [Kubecost ๐ŸŒŸ](https://www.apptio.com/products/kubecost/?src=kc-com) | ๐ŸŸก high | It has established itself as the industry standard for real-time FinOps and granular cost allocation in complex multi-cluster environments. | + | 2026-06-14 | [Crossplane](https://nubenetes.com/crossplane) | ๐Ÿ”ด critical | It represents a major paradigm shift by transforming Kubernetes into a universal control plane capable of declaratively managing any external cloud infrastructure. | + | 2026-06-14 | [SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool ๐ŸŒŸ](https://github.com/SigNoz/signoz) | ๐ŸŸก high | It offers a modern, high-performance, open-source APM alternative that natively integrates OpenTelemetry for full-stack observability. | + | 2026-06-14 | [Azure/azure-workload-identity](https://github.com/Azure/azure-workload-identity) | ๐Ÿ”ด critical | It introduces a crucial security paradigm shift by enabling passwordless, OIDC-based federated identity mapping between Kubernetes and cloud providers. | + | 2026-06-14 | [NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes](https://github.com/NVIDIA/k8s-device-plugin) | ๐Ÿ”ด critical | It serves as the critical infrastructural link required to orchestrate hardware-accelerated GPUs for enterprise AI/ML workloads. | + | 2026-06-14 | [liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies](https://github.com/liqotech/liqo) | ๐ŸŸก high | It provides a highly novel approach to multi-cluster orchestration by allowing seamless, transparent resource sharing and pod scheduling across separate Kubernetes clusters. | + | 2026-06-14 | [github.com/akuity/kargo](https://github.com/akuity/kargo) | ๐ŸŸก high | It solves a major GitOps operational pain point by automating and coordinating application promotion pipelines across multi-stage environments natively in Kubernetes. | + | 2026-06-13 | [Teleport ๐ŸŒŸ](https://github.com/gravitational/teleport) | ๐ŸŸก high | It modernizes cluster security by consolidating access management, identity-backed auditing, and session recording into a single multi-protocol gateway. | + | 2026-06-13 | [AWS Controllers for Kubernetes (ACK) ๐ŸŒŸ](https://github.com/aws-controllers-k8s/community) | ๐ŸŸก high | It allows platform teams to unify resource provisioning by managing AWS services directly through native Kubernetes APIs and CRDs. | + | 2026-06-13 | [k8gb ๐ŸŒŸ](https://github.com/k8gb-io/k8gb) | ๐ŸŸก high | It addresses global disaster recovery by providing a cloud-native, CNCF-backed GSLB operator that automates multi-region failover via local DNS. | ## Containers & Runtime @@ -380,16 +380,16 @@ search: | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-14 | [metalbear-co/mirrord](https://github.com/metalbear-co/mirrord) | ๐Ÿ”ด critical | It revolutionizes remote Kubernetes debugging by mirroring traffic and DNS directly to local processes without requiring slow container build/redeploy cycles. | - | 2026-06-14 | [Ruff](https://github.com/astral-sh/ruff) | ๐Ÿ”ด critical | It has redefined the Python developer workflow by replacing multiple slow legacy linters and formatters with a single, lightning-fast Rust-based tool. | - | 2026-06-14 | [testcontainers-spring-boot ๐ŸŒŸ](https://github.com/PlaytikaOSS/testcontainers-spring-boot) | ๐ŸŸก high | It standardizes Java integration testing by automatically orchestrating Dockerized external dependencies directly inside the JUnit lifecycle. | - | 2026-06-13 | [github.com/spring-projects: springboot enables these probes automatically when running in k8s](https://github.com/spring-projects/spring-boot#L73) | ๐ŸŸก high | It automates the configuration of Kubernetes liveness and readiness probes directly within the Spring Boot application context for seamless container lifecycle management. | - | 2026-06-13 | [pydantic/pydantic](https://github.com/pydantic/pydantic) | ๐ŸŸก high | It is the de facto standard for high-performance data validation and schema enforcement in modern, type-hinted Python microservices. | - | 2026-06-12 | [github: Spring Cloud Kubernetes ๐ŸŒŸ](https://github.com/spring-cloud/spring-cloud-kubernetes) | ๐ŸŸก high | It bridges Spring Boot applications with Kubernetes-native constructs like ConfigMaps and service discovery to simplify cloud deployment. | - | 2026-06-12 | [github.com/bloomberg/memray ๐ŸŒŸ๐ŸŒŸ](https://github.com/bloomberg/memray) | ๐ŸŸก high | It enables deep, production-grade memory profiling for Python applications, which is critical for debugging memory leaks in containerized microservices. | - | 2026-06-01 | [cloud.spring.io: Spring Cloud Vault ๐ŸŒŸ](https://cloud.spring.io/spring-cloud-vault/reference/html) | ๐ŸŸก high | It integrates secure HashiCorp Vault secrets management and dynamic credential rotation directly into the enterprise Java application model. | - | 2026-06-01 | [quarkus.io](https://quarkus.io) | ๐Ÿ”ด critical | It delivers a highly optimized Java framework designed specifically for GraalVM, dramatically reducing memory footprint and startup times in Kubernetes. | - | 2026-06-01 | [Spring Cloud](https://spring.io/projects/spring-cloud) | ๐ŸŸก high | It remains the foundational standard library for orchestrating distributed systems and microservices patterns within the enterprise Java ecosystem. | + | 2026-06-14 | [metalbear-co/mirrord](https://github.com/metalbear-co/mirrord) | ๐ŸŸก high | It dramatically shortens developer inner loops by allowing local processes to plug directly into remote Kubernetes namespaces without requiring image builds. | + | 2026-06-14 | [Ruff](https://github.com/astral-sh/ruff) | ๐Ÿ”ด critical | It has become the de facto standard for Python linting and formatting, leveraging Rust to significantly reduce CI build times across the industry. | + | 2026-06-14 | [testcontainers-spring-boot ๐ŸŒŸ](https://github.com/PlaytikaOSS/testcontainers-spring-boot) | ๐ŸŸก high | It automates real Docker container lifecycles in JUnit, eliminating flakiness and mock-heavy setups for Java integration testing. | + | 2026-06-13 | [github.com/spring-projects: springboot enables these probes automatically when running in k8s](https://github.com/spring-projects/spring-boot#L73) | ๐ŸŸก high | It automatically aligns Spring Actuator endpoints with Kubernetes native lifecycle probes, simplifying reliable cloud-native deployments. | + | 2026-06-13 | [pydantic/pydantic](https://github.com/pydantic/pydantic) | ๐Ÿ”ด critical | It is the undisputed industry standard for Python data validation, utilizing a Rust-compiled core to enforce strict type structures at scale. | + | 2026-06-12 | [github: Spring Cloud Kubernetes ๐ŸŒŸ](https://github.com/spring-cloud/spring-cloud-kubernetes) | ๐ŸŸก high | It seamlessly bridges Spring Boot with native Kubernetes primitives like ConfigMaps and service discovery to simplify cloud configurations. | + | 2026-06-12 | [github.com/bloomberg/memray ๐ŸŒŸ๐ŸŒŸ](https://github.com/bloomberg/memray) | ๐ŸŸก high | It provides advanced memory tracking capabilities essential for optimizing high-density Python microservices and preventing memory leaks in production. | + | 2026-06-06 | [github.com/microsoft/pyright](https://github.com/microsoft/pyright) | ๐ŸŸก high | It provides Microsoft's performant static type checking to maintain code quality in large-scale enterprise Python deployments. | + | 2026-06-01 | [quarkus.io](https://quarkus.io) | ๐Ÿ”ด critical | It redefines Java for serverless and Kubernetes environments with supersonic startup speeds and extremely low memory footprints. | + | 2026-06-01 | [Spring Cloud](https://spring.io/projects/spring-cloud) | ๐Ÿ”ด critical | It remains the premier ecosystem for coordinating complex microservices and distributed patterns across Java enterprises. | ## Linux & System Foundations