awesome-kubernetes/v2-docs/kubernetes-operators-controllers.md

Kubernetes Operators Controllers

!!! info "Architectural Context" Detailed reference for Kubernetes Operators Controllers in the context of The Container Stack.

Cloud Infrastructure

Infrastructure as Code

Testing Practices

• (2025) AI Meets Terraform: Prompt Strategies for Test Generation [COMMUNITY-TOOL] — Outlines specific prompting strategies to automatically draft tests for Terraform modules. Synthesizes automated validation frameworks like terraform test with generative AI outputs to ensure infrastructure stability.

Cloud Native AI

Batch Workloads

Kueue Scheduling

• (2024) Red Hat Build of Kueue [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] — Curator Insight: Documentation for the Red Hat Build of Kueue scheduler within OpenShift. Live Grounding: Kueue offers advanced queueing mechanism controls, priority groupings, and resource quotas, making it the premier platform tool for managing AI/ML and batch workloads.

Platform Engineering

Compute

GPU Integration

• (2023) Sharing a NVIDIA GPU Between Pods in Kubernetes [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — Explores the technicalities of sharing physical NVIDIA GPUs among multiple Pods in Kubernetes. Covers GPU fractional slicing, Multi-Instance GPU (MIG) strategies, and workload optimization for ML/AI clusters.

Security

Secrets Management

Cloud Integrations

• (2025) Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS) 🌟🌟🌟 [COMMUNITY-TOOL] — Evaluates four approaches to integrate Azure Key Vault secrets within AKS environments. Weighs security architectures including Azure Workload Identity and the Secrets Store CSI driver.

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