Hi, I'm caulif.
Building with AI, and taking it apart to understand how it works.
Replay a coding-agent task from the same starting point, try another runtime, and compare the results. Local-first and experimental.
A handwritten Python coding agent. Seven chapters in English and Chinese make the model, tools, and execution loop visible.
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Always learning. Always building.