DevOps Engineer and AI Enthusiast
70 articles published
Unify traces, metrics, and logs with OpenTelemetry. Instrumentation, sampling, and backend-agnostic pipelines.
The Argo CD patterns that held up under real traffic: repo layout, sync policies you can trust, secrets that stay out of git, and the anti-patterns we stopped repeating.
Practical ways to cut Kubernetes spend: rightsizing, spot/preemptible nodes, and FinOps practices.
Why IDPs are core to modern DevOps. Self-service, standardized CI/CD, and better developer experience.
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.
How a small team moved from single-region risk to a simple active/passive multi-region setup without doubling complexity.
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.
Copilots suggest, agents act. Here's the spectrum between them, where each earns its keep in DevOps, and how to add autonomy without lighting your infra on fire.
