We help engineers understand codebases with interactive missions
Debugging missions beat Q&A — structured challenges instead of chatting with codebases.

Another AI README generator in a space crowded with better-funded alternatives.
Open source maintainers, developers
ReadME AI · AutoDoc · DocuWriter
Debugging missions beat Q&A — structured challenges instead of chatting with codebases.
Catches AI code debt deterministically with AST analysis when linters only check style.
Forensic reports reveal why codebases break, not just what is broken.
Automates EU AI Act Annex IV dossiers by parsing your Python codebase for evidence.
Generates AI context files from code, but premise assumes devs need this instead of letting AI infer.
Badge directs to a curated repo graph, but GitHub Dependabot, Libraries.io, and search already solve this.