Notes from the field
Writing on cloud, DevOps, security, and AI engineering, informed by what actually goes wrong in production.
DevOps
Azure DevOps YAML pipelines: multi-stage patterns that scale
How I structure multi-stage YAML pipelines once a single-file pipeline gets unwieldy. Templates, environments, approvals, and the small things that make a big difference.
January 13, 2026 3 min read
DevOpsFeatured
GitHub Actions vs Azure Pipelines: when to use which in 2025
Both are excellent. The question isn't which is 'better' — it's which fits your team's working model. A practical breakdown.
August 26, 2025 3 min read