Project screenshots
Overview
Potpie is a CLI-first tool that builds and maintains a dynamic context graph from a project's codebase and SDLC data. It integrates with source control and project management platforms to ingest repositories, issues, reviews, and decisions. This graph is then exposed to AI coding agents and harnesses, allowing them to resolve tasks, search for specific workflows or conventions, and record durable project learnings with full contextual awareness.
Key features
- CLI-first architecture designed for both human and agent usage
- Automated context graph generation from codebases and SDLC workflows
- Integration with GitHub, Linear, Jira, and Confluence
- Native support for AI coding harnesses including Claude Code, OpenAI Codex, Cursor, and OpenCode
- Local daemon and web UI for graph exploration
- Task resolution and semantic search capabilities
- Ability to record durable project learnings back into the graph
Requirements, installation and quick start
Usage
Model compatibility and use cases
Not stated in the repository metadata
License and risk notes
Licensed under the Apache-2.0 License.
Editorial verification 2026-08-09: repository URL, owner, description, license and repository statistics were reviewed. License metadata: Apache-2.0. README was fetched for the channel draft; re-check repository dependencies, releases and model terms before production use.
Release and maintenance
Not stated in the repository metadata