Startup
Potpie
A context graph of your codebase and SDLC for AI agents.
Potpie turns a codebase and its software-delivery lifecycle into a living context graph for AI agents, indexing code structure, decisions, source history, team knowledge and workflows so agents can answer questions, plan changes, debug failures and write code with project-specific context. The open-source CLI (Apache-2.0, about 5.8k GitHub stars) runs a setup wizard that provisions a local daemon and agent skills and plugs into the user's chosen coding harness, such as OpenAI Codex. Its enterprise offering runs agents inside the customer's VPC and adds spec-driven development; Potpie says it was one of 20 picks for Google's 2026 Accelerator.
In research (1)
- How Do Small Coding Agents Use Code Graphs and Embeddings?Verdict: Important
Oct 25, 2026 · Commercial codebase knowledge graph for agents; the paper measures when such graphs actually help localization.
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Sources
Verified Oct 29, 2026