Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Model Serving Observability Stack. Practical guidance for reliable, scalable platform operations.
How a small team moved from single-region risk to a simple active/passive multi-region setup without doubling complexity.
RAG Retrieval Quality Evaluation. Practical guidance for reliable, scalable platform operations.
Learn how to implement GitOps workflows with ArgoCD. Automate Kubernetes deployments using Git as the single source of truth.
A real story of removing console-only changes, adding drift detection, and getting Terraform back in charge.
Master Kubernetes networking concepts including pods, services, ingress controllers, and network policies. Complete guide with practical examples.
Prompt Versioning and Regression Testing. Practical guidance for reliable, scalable platform operations.
Learn how to build production-ready AI pipelines from data ingestion to model serving. Complete architecture guide with MLOps best practices.
Kernel and Package Patch Management. Practical guidance for reliable, scalable platform operations.
Systemd Service Reliability Patterns. Practical guidance for reliable, scalable platform operations.
