potpie-ai/potpie
Spec-driven development for large codebases
Constructs a Neo4j knowledge graph from parsed codebases, capturing files, functions, classes, and their relationships to ground agent reasoning. Integrates FastAPI backend with Celery workers for async parsing, PostgreSQL for persistence, and supports multiple LLM providers (OpenAI, Anthropic, Ollama) via LiteLLM for multi-turn conversations. Includes a VSCode extension and supports GitHub authentication (PAT, GitHub Apps) plus self-hosted Git providers.
5,280 stars. Actively maintained with 13 commits in the last 30 days.
Stars
5,280
Forks
560
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 12, 2026
Commits (30d)
13
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