We have lots of benchmarks for new frontier LLMs (SWE benchmarks etc) to make them score on the best code . In large codebase, the best code is the one that matches the codebase own voice and conventions, because that s the mental model of the team.Ingesting a full codebase explicit/implict patterns in an agent windows to make them match the codebase doesnt work: too much context, hallucinations, ...So I built this free/open source project, your codebase is a golden mine of AST code patterns that makes its unique voice, Argot learns them and then allows you to enforce them proactively or defensively.