AI Development
AI is generating more code than ever — and creating new categories of technical liability. These posts examine the AI development landscape with data, not hype: what works, what breaks, and what the quality metrics actually say.
-
Never Delegate Understanding: The Most Important Principle in AI Orchestration
When the Claude Code source leaked, one principle stood out above all else: never delegate understanding. It's an orchestration technique — and an even more important developer workflow principle.
-
AI Debt and Product Debt: The Hidden Costs of Rapid AI Coding
Rapid AI coding is creating two hidden debts — AI debt and product debt — at both ends of the pipeline. A data-backed look at what's breaking, and where the work goes.