Potpie

Potpie maps how an organization's systems work into a context graph and runs AI agents on it for debugging, impact analysis, code generation and testing. It targets large engineering teams and can run inside your own VPC, with an open-source core you can pip install.

An orchestrator agent plans and delegates work to specialized agents for root-cause analysis, impact analysis, code generation and QA, and each result is prepared for human review. A harness layer handles context selection, tool sandboxing, memory and validation.

The platform also covers collaborative spec writing, spec-driven project management and documentation, and it plugs into interfaces engineers already use, including IDEs, GitHub Copilot and Claude Code. For enterprise customers, Potpie engineers help capture the organization's context.