potpie-ai/potpie
Spec-driven development for large codebases
This tool helps developers understand and work with large, complex codebases. It ingests your entire code repository and transforms it into a detailed knowledge graph, mapping out every file, class, and function and their interconnections. This graph then powers AI agents that can precisely reason about your code for tasks like debugging or developing new features.
5,280 stars. Actively maintained with 9 commits in the last 30 days.
Use this if you are a software developer struggling to navigate, understand, or efficiently modify a large, unfamiliar, or complex codebase.
Not ideal if you are working on a small, simple project that doesn't require deep, AI-assisted code analysis or if you prefer manual code exploration.
Stars
5,280
Forks
560
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 12, 2026
Commits (30d)
9
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