Nubenetes was forged in the internals of a massive Cloud Native transformation for a **major multinational car manufacturer** in Munich. Coordinating hundreds of microservices, thousands of developers, and millions of end-users taught us a fundamental truth: **Standardization, Automation, and GitOps are not "best practices"—they are survival requirements.**
### 🧠 2. Our Engineering Philosophy
### 2. Our Engineering Philosophy
We reject technical obfuscation as a competitive advantage. Solutions that are "the hard way" by design do not scale and create fragile, person-dependent silos.
!!! abstract "2.1. Correctness by Design"
@@ -46,16 +46,16 @@ We prioritize established frameworks and enterprise standards over ad-hoc, unmai
#### 2.4. Avoiding Engineering Anti-Patterns
We combat the culture of **Promotion-Based Development (PBD)**, where complexity is manufactured for personal career visibility rather than business value.
- [Promotion-Based Development: A Fast Track to Mediocrity](https://vadimkravcenko.com/shorts/promotion-based-development/) <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Dissects how rewarding "shiny new things" over battle-tested stability leads to fragile architectures.
- [Promotion-Based Development: A Fast Track to Mediocrity](https://vadimkravcenko.com/shorts/promotion-based-development) <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Dissects how rewarding "shiny new things" over battle-tested stability leads to fragile architectures.
- [Reddit: The Reality of Promotion-Driven Development](https://www.reddit.com/r/ExperiencedDevs/comments/pw6vuv/promotion_driven_development) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A raw, evidence-based discussion from senior engineers on the industry's most common misaligned incentives.
### 🏗️ 3. The Architectural North Star
### 3. The Architectural North Star
We advocate for decoupled, maintainable architectures that survive the test of time and organizational growth.
- [Domain-Driven Design (DDD) for Microservices](https://learn.microsoft.com/en-us/azure/architecture/microservices/model/domain-analysis) <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — The foundational blueprint for defining service boundaries based on business domains rather than technical layers.
- [Hexagonal Architecture (Ports and Adapters)](https://medium.com/@sandeepsharmaster/modernize-your-cloud-microservices-apps-hexagonal-architecture-769696494c0) <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Decoupling the application core from external infrastructure (Databases, APIs, UI) to ensure high testability and vendor neutrality.
Engineering excellence is as much about **culture** as it is about code. These foundational resources define the strategic landscape of modern Cloud Native organizations:
- [The Agile Manifesto](https://agilemanifesto.org) <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — The primary root of modern iterative development and the shift away from monolithic planning.
@@ -71,26 +71,26 @@ Engineering excellence is as much about **culture** as it is about code. These f
- [The 4 Levels of GitOps Maturity](https://cloudnativenow.com/features/the-4-levels-of-gitops-maturity) <span class='md-tag md-tag--secondary'>[GUIDE]</span> — A roadmap for evolving from manual deployments to a fully automated, self-healing state.
- [Necessary Culture Change with GitOps](https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604) <span class='md-tag md-tag--secondary'>[CASE STUDY]</span> — Dissects the organizational friction and the necessary mindset shift required to adopt declarative infrastructure.
### 📈 6. Scaling with Evidence: DORA & Value Streams
### 6. Scaling with Evidence: DORA and Value Streams
We advocate for data-driven engineering management to avoid the trap of "gut-feeling" decision making.
- [Driving DevOps with Value Stream Management](https://www.infoq.com/articles/DevOps-value-stream) <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — Dissects how to align microservice delivery with business outcomes through flow metrics.
- [Better Metrics for Building High Performance Teams](https://www.infoq.com/articles/better-metrics-team-performance) <span class='md-tag md-tag--warning'>[EMERGING]</span> — Beyond LOC and commits: using DORA metrics to cultivate a culture of systemic stability.
### 🧩 7. Technical Leadership & The 'Glue' Factor
### 7. Technical Leadership and The 'Glue' Factor
True seniority is measured by the ability to hold teams together through communication and shared context.
- [Being Glue](https://noidea.dog/glue) <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — An industry-standard analysis of the essential, non-coding technical tasks that ensure project success.
- [How Big Tech Runs Tech Projects](https://blog.pragmaticengineer.com/project-management-at-big-tech) <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — A seminal critique of ceremonial Scrum versus result-oriented engineering pragmatism.
- [Martin Fowler: Retrospectives Antipatterns](https://martinfowler.com/articles/retrospective-antipatterns.html) <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — Essential guide for transforming team feedback loops from blame games into architectural improvement cycles.
### ⚖️ 8. Meritocracy & Careers in 2026
### ⚖ 8. Meritocracy and Careers in 2026
We advocate for a technical sector where quality and evidence-based decisions take precedence over corporate politics.
- [HBR: Stop Hiring for Culture Fit](https://hbr.org/2019/11/stop-hiring-for-culture-fit) <span class='md-tag md-tag--warning'>[EMERGING]</span> — A critical perspective on how "culture fit" often hides bias and hinders technical innovation.
- [Defining Day-2 Operations](https://dzone.com/articles/defining-day-2-operations) <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Shifts the focus from the excitement of the first deployment to the long-term reality of maintaining production stability.
### 🚀 9. The 2026 Vision: Agentic Intelligence
### 9. The 2026 Vision: Agentic Intelligence
Nubenetes has evolved from a historical manual archive into an **Agentic Knowledge Graph**.
#### 9.1. V1 Archive (Exhaustive)
@@ -129,7 +129,7 @@ An O'Reilly-style technical library where 18k+ resources are filtered, ranked by
#### Terraform Boilerplates
- **(2024)** [Terraform Kubernetes Boilerplates 🌟](https://nubenetes.com/terraform/) <span class='md-tag md-tag--warning'>[HCL CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A library of enterprise-stable Terraform templates configured specifically for modern Kubernetes environments (EKS, GKE, AKS). Includes pre-tested infrastructure specifications for VPC topologies, private nodes, and dynamic ingress setups.
- **(2024)** [Terraform Kubernetes Boilerplates 🌟](https://nubenetes.com/terraform) <span class='md-tag md-tag--warning'>[HCL CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A library of enterprise-stable Terraform templates configured specifically for modern Kubernetes environments (EKS, GKE, AKS). Includes pre-tested infrastructure specifications for VPC topologies, private nodes, and dynamic ingress setups.
- **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos/#aws-samples-boilerplates) <span class='md-tag md-tag--warning'>[MULTI-LANGUAGE CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — 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.
- **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos) <span class='md-tag md-tag--warning'>[MULTI-LANGUAGE CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — 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.
- **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata/) <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Evaluates the Crunchy PostgreSQL Operator (PGO) which automates production-grade PostgreSQL deployments on Kubernetes. Features include automated high availability, pgBackRest-driven backup orchestration, connection pooling via pgBouncer, and deep monitoring metrics. A de facto standard solution for enterprises migrating critical relational engines into Kubernetes platforms.
- **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata) <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Evaluates the Crunchy PostgreSQL Operator (PGO) which automates production-grade PostgreSQL deployments on Kubernetes. Features include automated high availability, pgBackRest-driven backup orchestration, connection pooling via pgBouncer, and deep monitoring metrics. A de facto standard solution for enterprises migrating critical relational engines into Kubernetes platforms.
- **(2026)** [**NoOps**](https://nubenetes.com/noops/) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — Comprehensive conceptual guide on NoOps (No Operations). Describes the strategic path to fully outsourcing infrastructure layers to automated platforms, serverless paradigms, and self-healing systems so engineering can focus 100% on application logic.
- **(2026)** [**NoOps**](https://nubenetes.com/noops) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — Comprehensive conceptual guide on NoOps (No Operations). Describes the strategic path to fully outsourcing infrastructure layers to automated platforms, serverless paradigms, and self-healing systems so engineering can focus 100% on application logic.
### Serverless Systems
#### DevOps Pipelines
@@ -859,7 +859,7 @@
#### Overview (1)
- **(2026)** [**DevOps Tools**](https://nubenetes.com/devops-tools/) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — Catalog of modern DevOps tooling encompassing continuous integration, artifact storage, automated testing, container scheduling, and real-time telemetry pipelines to build stable, production-ready release processes.
- **(2026)** [**DevOps Tools**](https://nubenetes.com/devops-tools) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — Catalog of modern DevOps tooling encompassing continuous integration, artifact storage, automated testing, container scheduling, and real-time telemetry pipelines to build stable, production-ready release processes.
## DevOps Methodology
### Application Delivery
@@ -1119,7 +1119,7 @@
#### Overview (2)
- **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac/) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — 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.
- **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — 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.
- **(2024)** [Docker Swarm](https://nubenetes.com/kubernetes-alternatives/#docker-swarm) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — 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.
- **(2024)** [Docker Swarm](https://nubenetes.com/kubernetes-alternatives) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — 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.
- **(2022)** [grafana: How we use the Grafana GitHub plugin to track outstanding pull requests](https://grafana.com/blog/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests) <span class='md-tag md-tag--secondary'>[CASE STUDY]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Detailed technical guide on configuring Grafana dashboards with GitHub plugins. Demonstrates building engineering performance visualizations to track commit frequencies, PR lifetimes, and team review velocities.
#### VS Code Extensions
- **(2025)** [Visual Studio Code (Git Extensions)](https://nubenetes.com/visual-studio/) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A guide to utilizing visual Git extensions inside VS Code. Helps developers manage commit sequences, visualize branch merges, and resolve conflicts within a unified IDE workspace.
- **(2025)** [Visual Studio Code (Git Extensions)](https://nubenetes.com/visual-studio) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A guide to utilizing visual Git extensions inside VS Code. Helps developers manage commit sequences, visualize branch merges, and resolve conflicts within a unified IDE workspace.
- **(2021)** [ibm.com: Enable GitOps](https://www.ibm.com/garage) <span class='md-tag md-tag--warning'>[N/A CONTENT]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--critical'>[LEGACY]</span> — An enterprise change-management guide from IBM Garage focusing on GitOps adoption. Details organizational processes, environment categorization, and verification configurations required to transition legacy pipelines into declarative GitOps models.
#### FluxCD
- **(2025)** [Flux. The GitOps operator for Kubernetes](https://nubenetes.com/flux/) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — The main technical documentation and resources for Flux, the CNCF-graduated continuous delivery tool for Kubernetes. Analyzes multi-tenancy configurations, automated image update policies, and source controller optimizations that make Flux a core component of modern GitOps workflows.
- **(2025)** [Flux. The GitOps operator for Kubernetes](https://nubenetes.com/flux) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — The main technical documentation and resources for Flux, the CNCF-graduated continuous delivery tool for Kubernetes. Analyzes multi-tenancy configurations, automated image update policies, and source controller optimizations that make Flux a core component of modern GitOps workflows.
#### Kustomize Manifests
- **(2025)** [Kustomize - Template-Free Kubernetes Configuration Customization](https://nubenetes.com/kustomize/) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Technical reference for Kustomize, the template-free engine used to manage Kubernetes configurations. Details declarative base and overlay architectures, allowing developers to manage configurations for different environments (dev, staging, prod) without using complex Helm template structures.
- **(2025)** [Kustomize - Template-Free Kubernetes Configuration Customization](https://nubenetes.com/kustomize) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Technical reference for Kustomize, the template-free engine used to manage Kubernetes configurations. Details declarative base and overlay architectures, allowing developers to manage configurations for different environments (dev, staging, prod) without using complex Helm template structures.
- **(2023)** [Tekton](https://nubenetes.com/tekton/) <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Deep-dive review of Tekton, a Kubernetes-native open-source framework for building continuous integration and delivery (CI/CD) pipelines. It structures pipeline blocks using standard CRDs (Tasks, Pipelines, PipelineRuns), eliminating VM-based runner dependencies. Live validation establishes Tekton as the standard engine powering modern cloud-native container build environments like OpenShift Pipelines.
- **(2023)** [Tekton](https://nubenetes.com/tekton) <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — Deep-dive review of Tekton, a Kubernetes-native open-source framework for building continuous integration and delivery (CI/CD) pipelines. It structures pipeline blocks using standard CRDs (Tasks, Pipelines, PipelineRuns), eliminating VM-based runner dependencies. Live validation establishes Tekton as the standard engine powering modern cloud-native container build environments like OpenShift Pipelines.
#### Tool Comparison
- **(2021)** [k21academy.com: Azure pipelines VS Jenkins](https://k21academy.com/azure-cloud/azure-pipelines-vs-jenkins) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A comprehensive comparative analysis contrasting Jenkins (self-hosted, highly extensible, plugin-heavy) against Azure Pipelines (managed, cloud-native SaaS, deep Azure integration). Highlights differences in maintenance overhead, security configurations, build agent execution, and enterprise scaling architectures. Essential reading for platform teams deciding on their continuous delivery stack.
- **(2025)** [Kubectl plugins and tools](https://nubenetes.com/kubernetes/#kubectl-plugins) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — This reference compilation highlights external tools and kubectl extensions managed via Krew. It details how third-party plugins (like `neat`, `kns`, or security-focused extensions) expand basic kubectl operational debugging and cluster-inspection capabilities.
- **(2025)** [Kubectl plugins and tools](https://nubenetes.com/kubernetes) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — This reference compilation highlights external tools and kubectl extensions managed via Krew. It details how third-party plugins (like `neat`, `kns`, or security-focused extensions) expand basic kubectl operational debugging and cluster-inspection capabilities.
#### Productivity (1)
- **(2021)** [Kubernetes productivity tips and tricks 🌟](https://www.theodo.com/en-fr/blog) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A practitioner's guide to enhancing CLI-based Kubernetes productivity. It explores advanced setups such as custom shell autocompletion, kubectx/kubens utilities, smart aliases, and log-tailing helpers designed to reduce cognitive overhead during real-time incident responses.
@@ -239,7 +239,7 @@
#### Helm Overview
- **(2026)** [==Helm==](https://nubenetes.com/helm/) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — Deep-dive architecture portal on Helm, the package manager for Kubernetes. Focuses on structuring dry templates, lifecycle hooks, chart dependencies, release versioning, and secure variables management inside GitOps pipelines.
- **(2026)** [==Helm==](https://nubenetes.com/helm) <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> <span class='md-tag md-tag--primary'>[DOCUMENTATION]</span> 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — Deep-dive architecture portal on Helm, the package manager for Kubernetes. Focuses on structuring dry templates, lifecycle hooks, chart dependencies, release versioning, and secure variables management inside GitOps pipelines.
- **(2026)** [Rancher: Enterprise management for Kubernetes](https://nubenetes.com/rancher/) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Rancher is a unified platform for managing multi-cluster, heterogeneous Kubernetes deployments across diverse cloud providers and bare metal hosts. It simplifies operational management by providing centralized authentication, unified RBAC access, structured audit logs, and simplified Helm catalog deployments.
- **(2026)** [Rancher: Enterprise management for Kubernetes](https://nubenetes.com/rancher) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Rancher is a unified platform for managing multi-cluster, heterogeneous Kubernetes deployments across diverse cloud providers and bare metal hosts. It simplifies operational management by providing centralized authentication, unified RBAC access, structured audit logs, and simplified Helm catalog deployments.
### Red Hat OpenShift
#### Enterprise (1)
- **(2026)** [Openshift Container Platform](https://nubenetes.com/openshift/) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Red Hat OpenShift is a premier enterprise-grade hybrid cloud Kubernetes application platform. It adds out-of-the-box developer tooling, integrated security standards, cluster virtualization, internal registry configurations, and Operator-based life cycle management directly over raw Kubernetes.
- **(2026)** [Openshift Container Platform](https://nubenetes.com/openshift) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Red Hat OpenShift is a premier enterprise-grade hybrid cloud Kubernetes application platform. It adds out-of-the-box developer tooling, integrated security standards, cluster virtualization, internal registry configurations, and Operator-based life cycle management directly over raw Kubernetes.
- **(2024)** [Prometheus](https://nubenetes.com/prometheus/) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Prometheus is an open-source systems monitoring and alerting toolkit originally built at SoundCloud. It utilizes a pull-based metrics collection model over HTTP, powered by a highly efficient dimensional data model (TSDB) with PromQL. Essential for Kubernetes cloud-native environments, it excels in dynamic service discovery and real-time operational visibility.
- **(2024)** [Prometheus](https://nubenetes.com/prometheus) <span class='md-tag md-tag--warning'>[GO CONTENT]</span> <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Prometheus is an open-source systems monitoring and alerting toolkit originally built at SoundCloud. It utilizes a pull-based metrics collection model over HTTP, powered by a highly efficient dimensional data model (TSDB) with PromQL. Essential for Kubernetes cloud-native environments, it excels in dynamic service discovery and real-time operational visibility.
### OpenTelemetry (1)
#### Collector Infrastructure
@@ -786,7 +786,7 @@
#### Dashboards
- **(2024)** [Grafana](https://nubenetes.com/grafana/) <span class='md-tag md-tag--warning'>[GO/TYPESCRIPT CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Grafana is the industry-standard multi-platform open-source analytics and interactive visualization web application. It supports query, visualization, alerting, and analysis of metrics, logs, and traces from diverse backends (Prometheus, Elasticsearch, Loki, Jaeger). Its pluggable architecture allows organizations to build unified operational dashboards across heterogeneous data layers.
- **(2024)** [Grafana](https://nubenetes.com/grafana) <span class='md-tag md-tag--warning'>[GO/TYPESCRIPT CONTENT]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — Grafana is the industry-standard multi-platform open-source analytics and interactive visualization web application. It supports query, visualization, alerting, and analysis of metrics, logs, and traces from diverse backends (Prometheus, Elasticsearch, Loki, Jaeger). Its pluggable architecture allows organizations to build unified operational dashboards across heterogeneous data layers.
- [uncontained.io/articles/openshift-ha-installation](https://uncontained.io/articles/openshift-ha-installation/) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A curated technical resource and architectural guide covering uncontained.io in the Kubernetes Tools ecosystem.
- [uncontained.io/articles/openshift-ha-installation](https://uncontained.io/articles/openshift-ha-installation) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A curated technical resource and architectural guide covering uncontained.io in the Kubernetes Tools ecosystem.
- [aroworkshop.io 🌟](https://aroworkshop.io) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A curated technical resource and architectural guide covering aroworkshop.io in the Kubernetes Tools ecosystem.
- [O'Reilly Free Book: **Openshift for developers**](https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
- [NetworkPolicies and Microsegmentation](https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
- **(2026)** [Istio](https://nubenetes.com/istio/) <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A comprehensive entry point to Istio architecture, the enterprise-grade service mesh. Details how engineers manage traffic routes, secure service-to-service communication with mutual TLS, and gain deep tracing observability across distributed Kubernetes deployments.
- **(2026)** [Istio](https://nubenetes.com/istio) <span class='md-tag md-tag--critical'>[ADVANCED LEVEL]</span> <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — A comprehensive entry point to Istio architecture, the enterprise-grade service mesh. Details how engineers manage traffic routes, secure service-to-service communication with mutual TLS, and gain deep tracing observability across distributed Kubernetes deployments.
- **(2026)** [==Developer Sandbox==](https://developers.redhat.com/developer-sandbox) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — *Go to [Section](./demos.md)*
- **(2026)** [==github: Spring Cloud Kubernetes 🌟==](https://github.com/spring-cloud/spring-cloud-kubernetes) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[JAVA CONTENT]</span> — *Go to [Section](./demos.md)*
@@ -199,15 +199,15 @@
- **(2026)** [==github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations' of common Kubernetes patterns==](https://github.com/sharadbhat/KubernetesPatterns) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==kustomize==](https://github.com/kubernetes-sigs/kustomize) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==jsonnet data templating language==](https://github.com/google/jsonnet/tree/master/case_studies/kubernetes) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[JSONNET CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Kubernetes Storage - Volumes==](https://nubenetes.com/kubernetes-storage/#kubernetes-volumes) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Client Libraries for Kubernetes==](https://nubenetes.com/kubernetes-client-libraries/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Kubernetes Storage - Volumes==](https://nubenetes.com/kubernetes-storage) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Client Libraries for Kubernetes==](https://nubenetes.com/kubernetes-client-libraries) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==kubectl-trace==](https://github.com/iovisor/kubectl-trace) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==kubespy==](https://github.com/huazhihao/kubespy) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==kubectl netshoot==](https://github.com/nilic/kubectl-netshoot) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==kubernetes.io: Kubernetes API==](https://kubernetes.io/docs/reference/kubernetes-api) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Crossplane==](https://nubenetes.com/crossplane/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Crossplane==](https://nubenetes.com/crossplane) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==davidB/kubectl-view-allocations==](https://github.com/davidB/kubectl-view-allocations) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[RUST CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./iac.md)*
- **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[MARKDOWN CONTENT]</span> — *Go to [Section](./devops-tools.md)*
- **(2026)** [==github.com/hashicorp/hcl: HCL==](https://github.com/hashicorp/hcl) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./terraform.md)*
@@ -354,13 +354,13 @@
- **(2026)** [==cheatsheetseries.owasp.org: OWASP Cheat Sheet Series 🌟🌟==](https://cheatsheetseries.owasp.org/index.html) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[MARKDOWN CONTENT]</span> — *Go to [Section](./cheatsheets.md)*
- **(2026)** [==git-scm.com: Git reference==](https://git-scm.com/docs) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> — *Go to [Section](./cheatsheets.md)*
- **(2026)** [==React+TypeScript Cheatsheets==](https://github.com/typescript-cheatsheets/react) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[TYPESCRIPT CONTENT]</span> — *Go to [Section](./cheatsheets.md)*
- **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==ahmetb/kubectl-aliases==](https://github.com/ahmetb/kubectl-aliases) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SHELL CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==github.com/trstringer/kubectl-example==](https://github.com/trstringer/kubectl-example) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==Flag export deprecated in kubernetes 1.14==](https://github.com/kubernetes/kubernetes/pull/73787) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--critical'>[LEGACY]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[MARKDOWN CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==complete-alias==](https://github.com/cykerway/complete-alias) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SHELL CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==Helm==](https://nubenetes.com/helm/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==Helm==](https://nubenetes.com/helm) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==memcached.org==](https://memcached.org) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[C CONTENT]</span> — *Go to [Section](./caching.md)*
- **(2026)** [==Minikube==](https://github.com/kubernetes/minikube) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes-based-devel.md)*
- **(2026)** [==Lens Kubernetes IDE 🌟==](https://lenshq.io) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[TYPESCRIPT CONTENT]</span> — *Go to [Section](./kubernetes-based-devel.md)*
- **(2026)** [**redhat.com: Vim: Basic and intermediate commands**](https://www.redhat.com/en/blog/vim-commands) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./linux.md)*
- **(2026)** [****watchman command**: A File and Directory Watching Tool for Changes**](https://www.tecmint.com/watchman-monitor-file-changes-in-linux) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — *Go to [Section](./linux.md)*
- **(2026)** [**redhat.com: How to record your Linux terminal using asciinema**](https://www.redhat.com/en/blog/using-asciinema) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — *Go to [Section](./linux.md)*
- **(2026)** [**Tutorial: Restoring a DB Instance from a DB Snapshot**](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> — *Go to [Section](./aws-databases.md)*
@@ -2876,7 +2876,7 @@
- **(2026)** [thenewstack.io: How to Evaluate Kubernetes Cloud Providers](https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./public-cloud-solutions.md)*
- **(2026)** [cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud in 2021](https://cast.ai/blog/cloud-pricing-comparison) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./public-cloud-solutions.md)*
- **(2025)** [learn.hashicorp.com: What is Infrastructure as Code with Terraform? 🌟](https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructure-as-code) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./terraform.md)*
- **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./chatgpt.md)*
- **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[PYTHON/SHELL CONTENT]</span> — *Go to [Section](./digitalocean.md)*
- **(2023)** [labs.iximiuz.com: How to work with container images using ctr](https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./kubernetes-troubleshooting.md)*
- **(2023)** [freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding with React, Vite, and TailwindCSS](https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[JAVASCRIPT CONTENT]</span> — *Go to [Section](./git.md)*
- **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata/) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./databases.md)*
- **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./databases.md)*
- **(2023)** [blog.eduguru.in: mysql create index on table](https://blog.eduguru.in/mysql-2/mysql-create-index-on-table) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[SQL CONTENT]</span> — *Go to [Section](./databases.md)*
- **(2023)** [devopscube.com: How to Deploy PostgreSQL Statefulset in Kubernetes With High Availability](https://devopscube.com/deploy-postgresql-statefulset) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[YAML CONTENT]</span> — *Go to [Section](./databases.md)*
- **(2023)** [devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide 🌟](https://devopscube.com/vagrant-tutorial-beginners) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./devops-tools.md)*
@@ -3068,7 +3068,7 @@
- **(2023)** [learnk8s.io: Limiting access to Kubernetes resources with RBAC 🌟🌟🌟](https://learnkube.com/rbac-kubernetes) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./kubernetes-security.md)*
- **(2023)** [istio.io: Learn Microservices using Kubernetes and Istio 🌟](https://istio.io/latest/docs/examples/microservices-istio) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./istio.md)*
- **(2023)** [clickittech.com: Kubernetes Autoscaling: How to use the Kubernetes Autoscaler](https://www.clickittech.com/devops/kubernetes-autoscaling) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[YAML CONTENT]</span> — *Go to [Section](./kubernetes-autoscaling.md)*
- **(2023)** [grafana.com: A complete guide to managing Grafana as code: tools, tips, and tricks](https://grafana.com/blog/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./grafana.md)*
- **(2023)** [devopscube.com: How To Setup Grafana On Kubernetes](https://devopscube.com/setup-grafana-kubernetes) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./grafana.md)*
- **(2022)** [devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker](https://devtron.ai/blog/cmd-and-entrypoint-differences) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./docker.md)*
- **(2022)** [codeproject.com: How to Create an Image in Docker using Python](https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./docker.md)*
- **(2022)** [dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD](https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes-operators-controllers.md)*
@@ -5190,7 +5190,7 @@
- [ringcentral.co.uk: Software as a Service (SaaS)](https://www.ringcentral.com/gb/en/blog/definitions/software-as-a-service-saas) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./introduction.md)*
- [Kelsey Hightower Fireside Chat: An Unconventional Path to IT and Some Life Advice](https://www.hashicorp.com/resources/kelsey-hightower-fireside-chat-an-unconventional-path-to-it-and-some-life-advice) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./introduction.md)*
- [uncontained.io/articles/openshift-ha-installation](https://uncontained.io/articles/openshift-ha-installation/) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./ocp3.md)*
- [uncontained.io/articles/openshift-ha-installation](https://uncontained.io/articles/openshift-ha-installation) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./ocp3.md)*
- [aroworkshop.io 🌟](https://aroworkshop.io) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./openshift.md)*
- [O'Reilly Free Book: **Openshift for developers**](https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./openshift.md)*
- [NetworkPolicies and Microsegmentation](https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./openshift.md)*
- **(2025)** [docs.microsoft.com: Deploy Spring microservices to Azure](https://learn.microsoft.com/en-us/azure/container-apps) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[MARKDOWN CONTENT]</span> — *Go to [Section](./demos.md)*
- **(2025)** [Jenkinsfile Runner Test Framework](https://github.com/jenkinsci/jenkinsfile-runner-test-framework) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[JAVA CONTENT]</span> — *Go to [Section](./jenkins.md)*
- **(2025)** [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./ai.md)*
- **(2024)** [redhat.com: Why IT automation training is a smart way to boost your career](https://www.redhat.com/en/blog/it-automation-training) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[EN CONTENT]</span> — *Go to [Section](./devops.md)*
- **(2024)** [Platform Engineering Guide - 5 Key Use Cases of Internal Developer Platforms](https://www.techworld-with-nana.com/post/platform-engineering-guide) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./devops.md)*
@@ -6290,7 +6290,7 @@
- **(2024)** [New VS Code Release Highlights v1.86](https://www.youtube.com/shorts/bVlIo4H0IDU) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./visual-studio.md)*
- **(2024)** [techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure as Code (powershell, terraform, etc)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[MARKDOWN CONTENT]</span> — *Go to [Section](./visual-studio.md)*
- **(2024)** [iximiuz.com: How To Develop Kubernetes CLIs Like a Pro](https://iximiuz.com/en/posts/kubernetes-api-go-cli) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes-client-libraries.md)*
- **(2024)** [containerjournal.com: What’s the Difference Between Docker and Kubernetes?](https://cloudnativenow.com/features/whats-the-difference-between-docker-and-kubernetes) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./docker.md)*
- **(2024)** [snyk.io: 10 Docker Security Best Practices 🌟](https://snyk.io/blog/10-docker-image-security-best-practices) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./docker.md)*
- **(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) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./docker.md)*
- **(2024)** [dotnet.microsoft.com: What is Xamarin?](https://dotnet.microsoft.com/en-us/apps/xamarin) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[C# CONTENT]</span> — *Go to [Section](./xamarin.md)*
- **(2024)** [anthropic.com: Introducing the Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./ai-agents-mcp.md)*
- **(2024)** [Fugue: Container and Kubernetes. Runtime infrastructure security](https://snyk.io/product/container-vulnerability-management) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./securityascode.md)*
- **(2024)** [ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management in Cluster API](https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[YAML CONTENT]</span> — *Go to [Section](./gitops.md)*
- **(2024)** [forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature Observability Strategy](https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./monitoring.md)*
- **(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) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./aws-architecture.md)*
- **(2024)** [github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on' AWS boto3 for manage ec2 and s3 buckets](https://github.com/Levi-Michael/boto3-ec2-s3-management) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[PYTHON CONTENT]</span> — *Go to [Section](./aws-tools-scripts.md)*
- **(2023)** [blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories Using the AWS CLI with S3 RM](https://awsfundamentals.com/blog/aws-s3-rm-removing-files) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./aws-tools-scripts.md)*
- **(2023)** [New usage examples have been added to the CLI for CodePipeline API Reference](https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./aws-tools-scripts.md)*
- **(2023)** [aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line](https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./aws-tools-scripts.md)*
- **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata/) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./databases.md)*
- **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> — *Go to [Section](./databases.md)*
- **(2023)** [geeksforgeeks.org: Best Practices for SQL Query Optimization](https://www.geeksforgeeks.org/sql/best-practices-for-sql-query-optimizations) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[SQL CONTENT]</span> — *Go to [Section](./databases.md)*
- **(2023)** [blog.eduguru.in: mysql create index on table](https://blog.eduguru.in/mysql-2/mysql-create-index-on-table) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--secondary'>[GUIDE]</span> <span class='md-tag md-tag--warning'>[SQL CONTENT]</span> — *Go to [Section](./databases.md)*
- **(2023)** [xenonstack.com: Stateful and Stateless Applications Best Practices and Advantages](https://www.xenonstack.com/insights/stateful-and-stateless-applications) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[CONCEPTUAL CONTENT]</span> — *Go to [Section](./databases.md)*
@@ -7303,7 +7303,7 @@
- **(2023)** [kedify.io: Prometheus and Kubernetes Horizontal Pod Autoscaler don’t talk, KEDA does](https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./kubernetes-autoscaling.md)*
- **(2023)** [thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape](https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./kubernetes-autoscaling.md)*
- **(2023)** [Kourier: A lightweight Knative Serving ingress](https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./servicemesh.md)*
- **(2022)** [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part 1](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[PYTHON CONTENT]</span> — *Go to [Section](./cheatsheets.md)*
- **(2022)** [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part 2](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[PYTHON CONTENT]</span> — *Go to [Section](./cheatsheets.md)*
@@ -7778,7 +7778,7 @@
- **(2022)** [SaaS Solutions - What is the difference between a multi-instance and a multi-tenant architecture](https://www.scaleway.com/en/en/blog/saas-multi-tenant-vs-multi-instance-architectures) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./scaleway.md)*
- **(2022)** [dkrallis.wordpress.com: How to create an OpenShift Cluster in Azure and how you can interact with Azure DevOps environment – Part A](https://dkrallis.wordpress.com/2022/11/25/how-to-create-an-openshift-cluster-in-azure-and-how-you-can-interact-with-azure-devops-environment-part-a) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./ocp4.md)*
- **(2022)** [cloud.redhat.com: Scale your application containers on Red Hat OpenShift Service on AWS (ROSA) clusters using Amazon EFS storage](https://www.redhat.com/en/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./ocp4.md)*
- **(2022)** [developers.redhat.com: Reduce the size of container images with DockerSlim](https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-dockerslim) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./docker.md)*
- **(2022)** [blog.bitsrc.io: Best Practices for Writing a Dockerfile](https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> — *Go to [Section](./docker.md)*
@@ -15687,23 +15687,23 @@
<details markdown="1">
<summary>Click to view 212 resources under Spanish Content</summary>
- **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./devops.md)*
- **(2026)** [==Kubernetes Storage - Volumes==](https://nubenetes.com/kubernetes-storage/#kubernetes-volumes) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Client Libraries for Kubernetes==](https://nubenetes.com/kubernetes-client-libraries/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Crossplane==](https://nubenetes.com/crossplane/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==Helm==](https://nubenetes.com/helm/) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./devops.md)*
- **(2026)** [==Kubernetes Storage - Volumes==](https://nubenetes.com/kubernetes-storage) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Client Libraries for Kubernetes==](https://nubenetes.com/kubernetes-client-libraries) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Crossplane==](https://nubenetes.com/crossplane) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubernetes.md)*
- **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==Helm==](https://nubenetes.com/helm) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./kubectl-commands.md)*
- **(2026)** [==codely.tv==](https://codely.com/en) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./elearning.md)*
- **(2024)** [==Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration==](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./ai.md)*
- **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./golang.md)*
- **(2024)** [==genbeta.com: Hace 20 años, este correo de Jeff Bezos en Amazon cambió para siempre la forma en que programamos apps==](https://www.genbeta.com/desarrollo/hace-22-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./api.md)*
- **(2023)** [==mariocortes.net: La crisis de seniority==](https://www.mariocortes.net/la-crisis-de-seniority) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[ES CONTENT]</span> — *Go to [Section](./project-management-methodology.md)*
- **(2022)** [==estrategiadeproducto.com: La espiral de mierda==](https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda) 🌟🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[DE FACTO STANDARD]</span> <span class='md-tag md-tag--warning'>[ES CONTENT]</span> — *Go to [Section](./project-management-methodology.md)*
- **(2024)** [**xataka.com: El Excel se ha usado en la Fórmula 1 hasta que se han dado cuenta que no es la mejor forma de controlar las 20.000 piezas del coche**](https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./customer.md)*
- **(2024)** [**redhat.com: OpenShift Backup and Recovery with Kasten K10**](https://www.redhat.com/es/blog) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> <span class='md-tag md-tag--warning'>[SPANISH CONTENT]</span> — *Go to [Section](./ansible.md)*
- **(2023)** [**businessinsider.es: Avanzar en la carrera profesional y conseguir ascensos dentro de la empresa será mucho más difícil para las personas que teletrabajan, según el CEO de IBM**](https://www.businessinsider.es/desarrollo-profesional/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782) 🌟🌟🌟🌟 <span class='md-tag md-tag--success'>[ENTERPRISE-STABLE]</span> <span class='md-tag md-tag--warning'>[ES CONTENT]</span> — *Go to [Section](./project-management-methodology.md)*
- **(2025)** [Devtron Labs: Devtron provides a 'seamless,’ 'implementation agnostic uniform interface' across Kubernetes Life Cycle integrated with most Opensource and commercial tools](https://devtron.ai) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./cicd.md)*
- **(2025)** [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./cicd.md)*
- **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./aws.md)*
- **(2025)** [Flux. The GitOps operator for Kubernetes](https://nubenetes.com/flux/) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[GO CONTENT]</span> — *Go to [Section](./gitops.md)*
- **(2015)** [developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC Framework](https://developers.googleblog.com/introducing-grpc-a-new-open-source-http2-rpc-framework) <span class='md-tag md-tag--info'>[COMMUNITY-TOOL]</span> <span class='md-tag md-tag--warning'>[MULTI-LANGUAGE CONTENT]</span> — *Go to [Section](./api.md)*
</details>
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