Context Engineering Evals Remind Me of Infrastructure Testing
A comparison between infrastructure testing and agent evaluation, focused on hidden state, behavioral contracts, and feedback loops.
Content Lane
Engineering & AI
Production engineering, infrastructure automation, incident learning, context engineering, agent evaluation, and observability.
What Incident Taxonomies Are Really For
A reliability note on why incident categories matter only when they change prioritization, learning, and operational follow-through.
The Through-Line From Chef to Agentic AI
A systems-through-line from Chef, infrastructure automation, and TDD in operations to context engineering for agentic AI.
Treating Context Like Code
Why reusable prompts and context packs deserve versioning, review, privacy boundaries, failure modes, and evaluation loops.
Platform Engineering Through Automation
How automation, testing, and platform thinking connect infrastructure-as-code work with later production engineering practice.