Thoughts & Updates

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April 17, 2026 Research

How FM-Agent Discovers Bugs in 143k-Line Systems

A walkthrough of FM-Agent's compositional reasoning pipeline — from top-down specification generation to natural-language Hoare logic verification — and how it found 522 previously unknown bugs across four large-scale, LLM-generated systems.

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