DevOps Engineer and AI Enthusiast
279 articles published
Practical game day scenarios for CI/CD: broken rollbacks, permission issues, and slow feedback loops—and how we fixed them.
A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.
A real story of removing console-only changes, adding drift detection, and getting Terraform back in charge.
Concrete systemd unit patterns that reduced flakiness: restart policies, resource limits, and structured logs.
Manage cloud spend with Terraform: cost estimation, tagging, and policy-as-code.
How a small team moved from single-region risk to a simple active/passive multi-region setup without doubling complexity.
