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title: CouchPilot: Autonomous Repository Housekeeping with Guaranteed AST Equivalence

What We Built Most AI coding assistants operate with unconstrained blast radiuses: when asked to document or format code, they rewrite entire functions, subtly change control flow, introduce…

  • CouchPilot autonomously maintains Python repositories
  • Uses tree-sitter to identify code elements needing updates
  • Generates docstrings and type hints with open-weight Gemma models

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