Blog_
Notes on engineering, AI systems, and DeFi infrastructure.
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How to Size Tasks for AI Coding Agents
The real constraint is context, not lines of code. Six heuristics for sizing tasks so AI coding agents ship clean code on the first try, grounded in PR sizing and context-rot research.
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The Anatomy of a Perfect AI Agent Task
Context engineering for AI coding agents — the elements that make a task succeed on the first try, with a fully worked example.