Potpie

Potpie is a platform for building task-oriented, custom AI agents that operate directly on your codebase. It is designed to help engineering teams offload precise, well-scoped development tasks to agents that are grounded in their actual repositories, systems, and documentation. By combining AI models with deep context from your code and related data sources, Potpie enables agents that behave more like capable engineering collaborators than generic chat assistants.

Potpie connects to your codebase and supporting artifacts to create a rich, navigable context graph that agents can query when performing work. Agents can be configured for specific workflows such as system design assistance, code review, debugging, refactoring, integration test generation, and documentation updates. The platform supports defining task templates, guardrails, and execution policies so agents can operate consistently and safely across projects. Potpie emphasizes precision by using structured reasoning, step-by-step plans, and verification steps rather than single-shot code generation.