Every Repo Is a World Model

A new CLI tool called hermes-harness analyzes git history to identify recurring failure and fix patterns, making them easily searchable across multiple repositories. It works by reading the full git history, extracting relevant data, and compressing each pattern into a vector for quick similarity searches. This tool is aimed at tech leads and platform engineers who manage three or more repositories, offering a way to quickly determine if a specific issue has been encountered before. The approach is efficient and doesn't rely on AI at query time, making it a valuable asset for streamlining debugging and improving code reliability.