/guides
5 published guides
Use this checklist to make your Kubernetes platform AI‑ready: GPU and DRA setup, gang and topology‑aware scheduling, multi‑tenant security, and AI observability. Aligns with CNCF findings that 66% use K8s for GenAI inference but only 7% deploy daily.
Run a single script to detect your Docker Desktop backend (WSL2, Hyper‑V, or Docker VMM), monitor memory and CPU in real time, and get alerts when RAM > 80% or Windows bind‑mount latency > 500 ms. Includes prune, backend switch, and project relocation commands to fix performance issues.
Compare Docker VMM, WSL2, and Hyper‑V backends on Windows. Learn which is fastest, how to configure each, and practical tuning tips with real examples to eliminate Docker Desktop lag.
Learn how Kubernetes 1.37 Dynamic Resource Allocation (DRA) transforms GPU scheduling for AI workloads with device taints, gang scheduling, and ResourceClaims—plus migration examples and best practices.
Discover how agentic AI is reshaping DevOps in 2026 with autonomous CI/CD, self-healing infrastructure, and real-world examples from AWS, GitHub, and GitLab.
