AI Engineeringarticle
From AI Demo to Engineering System: Why Evals Matter
A practical look at the point where an AI feature stops being a demo and starts needing repeatable evaluation.
Engineering Reliable AI Systems, part 2
Topic
Evals
Writing and engineering notes tagged with Evals.
All writingAI Engineeringarticle
AI Proposes, Measurements Decide: Building Evidence-Driven AI Systems
A practical boundary for AI-assisted engineering: code evaluates the evidence, while AI explains changes and proposes what to investigate.
Engineering Reliable AI Systems, part 1
AI EngineeringnoteUpdated Oct 7, 2026
From a Review Skill to a Small .NET PR Review Agent
Adding orchestration, selective context gathering and a structured output contract around a narrow .NET review skill.