Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
Embed cost ownership in engineering: tags, budgets, and showback.
Learn how to optimize Ansible playbooks for better performance. Parallel execution, caching, and best practices.
A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.
Multi-Cluster Traffic Routing Strategies. Practical guidance for reliable, scalable platform operations.
A real story of removing console-only changes, adding drift detection, and getting Terraform back in charge.
Compare Pulumi and Terraform for infrastructure as code. Learn when to use each tool based on your team and requirements.
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.
Kubernetes Secrets and External Vault Integration. Practical guidance for reliable, scalable platform operations.
Learn how to test infrastructure as code using Terratest, Checkov, and other tools. Validate infrastructure before deployment.
Practical game day scenarios for CI/CD: broken rollbacks, permission issues, and slow feedback loops—and how we fixed them.
Python Worker Queue Scaling Patterns. Practical guidance for reliable, scalable platform operations.
