Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Model Serving Observability Stack. Practical guidance for reliable, scalable platform operations.
A real story of removing console-only changes, adding drift detection, and getting Terraform back in charge.
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.
Prompt Versioning and Regression Testing. Practical guidance for reliable, scalable platform operations.
Kernel and Package Patch Management. Practical guidance for reliable, scalable platform operations.
Systemd Service Reliability Patterns. Practical guidance for reliable, scalable platform operations.
