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Potpie AI

Potpie AI

Context graphs and spec-driven agents for complex software delivery

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What this product helps you do

Potpie is an open-source and commercial context layer for AI-native software delivery. Its CLI indexes repositories and connected engineering systems, exposes project context to supported coding harnesses, and supports spec-driven agents for codebase Q&A, debugging, planning, refactoring, testing, and implementation. Individuals can use the hosted Pro tier at no charge with a request allowance or their own model keys; enterprise pricing combines per-user licenses with a platform fee and can include on-premises deployment, audit trails, custom tools, and dedicated implementation support.

Problems it solves

  • Coding agents lack durable context across large repositories and engineering systems
  • Developers spend time rediscovering architecture, history, decisions, and workflow conventions
  • Complex changes need multi-hop reasoning across components rather than isolated code completion
  • Agent-generated work needs a plan, traceability, review, and alignment with project standards
Best for
Engineering teams working in large or long-lived codebasesDevelopers using supported AI coding harnessesPlatform teams building codebase-aware engineering agentsEnterprises that need governed or self-hosted agent workflows

Potpie turns a codebase and its software-delivery context into a graph that AI agents can use for questions, planning, debugging, refactoring, testing, and implementation. Its CLI can configure supported coding harnesses and connect repository, issue, and documentation sources.

The core project is Apache-2.0 licensed. A no-cost individual hosted tier is available, while enterprise access is quoted per user with a platform fee and optional governed deployment features.

Information

DeveloperPotpie AI
Languagesen
Pricing modelfreemium
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