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The agent writes faster than you can review

calendar_today July 22, 2026 person Bill Easton domain pydantic-ai

Harness Week, day three: agent-written code needs review more than human code, not less, and it arrives faster than humans read. Build a working LLM self-critic in ten lines, then swap in Macroscope’s AST-aware review for the production loop, and the human keeps the only verb that matters: merge.

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