LLM-as-a-Courtroom
Summary
The article presents Falconer’s LLM-as-a-Courtroom framework for automated documentation updates driven by code changes. It moves from simple numeric ratings to argument-based judgments, using a courtroom-inspired architecture (Prosecutor, Defense, Jury, Judge) to determine whether a document needs updating, supported by ground-truth exhibits and structured reasoning. Production results show significant pruning of PRs and updates, emphasizing precision and explainability in AI-assisted documentation workflows.