Blog
Data-driven insights on spec-driven development, AI code quality, and the future of software engineering.
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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.
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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.