AI Agents for engineering use cases like debugging, LLD,testing etc.
Hi I am Aditi and I co-founded Potpie AI with my college mate Dhiren. We are building an open-source infrastructure to create custom agents for engineering use-cases like debugging, system design, integration testing, PR review etc. The agents are powered by a knowledge graph built on your code base to provide better context and memory, leading to better planning and execution. Currently we offer 6 ready-to-use agents but you can also build your custom agents. You can tune agent parameters like purpose, goals, background etc. and they are also empowered by pre-built tooling like code…
AI Agents for engineering use cases like debugging, LLD,testing etc. launched on November 4, 2024 with 26 votes, #677 of 4,990 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 1 year on.
In plain words
Potpie AI is an open-source platform for creating custom AI agents designed for software engineering tasks including debugging, system design, integration testing, and code review. The agents use a knowledge graph built from your codebase to provide context and memory for better planning and execution. It comes with six ready-made agents and allows developers to build custom ones by tuning parameters like purpose and goals, with access to pre-built tools for code retrieval, search, and file structure analysis.
written from the facts on this page · September 2026
From the sources
Context Graph for AI Native SDLC. Contribute to potpie-ai/potpie development by creating an account on GitHub.
Potpie turns your codebase and software development lifecycle into a living context graph for AI agents. It indexes code, structure, decisions, source history, team knowledge and engineering workflows, so agents can answer questions, plan changes, debug failures, and write code with project-specific context. uv tool install potpie is recommended for CLI installs because global mutation of Python packages is generally not recommended. potpie setup The setup wizard provisions local config, storage, the daemon, a default pot, and agent skills. It also lets you choose integrations and the coding harness Potpie should configure. Potpie is already integrated into your selected harness. You can…from github.com
In the maker’s words, at launch
Hi I am Aditi and I co-founded Potpie AI with my college mate Dhiren. We are building an open-source infrastructure to create custom agents for engineering use-cases like debugging, system design, integration testing, PR review etc. The agents are powered by a knowledge graph built on your code base to provide better…
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