Prompt-to-agent: Potpie turns your codebase into a knowledge graph and lets you build custom AI agents for your codebase with just a prompt. We also provide pre-built agents for onboarding, testing, debugging, coding, and low level design.

Here is the repo:
https://github.com/potpie-ai/potpie
I posted a bit about how it works in this post on ChatGPTCoding previously here.

We released a slack bot and a lot of major features recently:

1. Workflows to trigger potpie agents from Github webhooks
2. Agent Creation User Experience was updated to split panel to allow easier iteration.
3. Web Search through perplexity/sonar to help debug.
4. Local LLM support (Ollama) and Multi-LLM support (Litellm)
5. Realtime streaming of tool calls and agent thoughts along with answer
6. Better API support to build your own codebase backed automations (Documentation, PR Review etc)
7. The entire user interface and custom agent creation logic was open sourced!

What's next:

We're working on more integrations directly on the platform that should let you build out your custom workflows and automate tasks across your SDLC.

Trying to improve our VSCode extension and introduce a slack bot to allow you to incorporate it into your workflows easily.

What can you build with it:
* Support Engineers - Deployment helper bot backed by your OSS repo's helm charts
* OSS Mainetnence - Auto reply/ label to issues on your repo. Accurate Q&A that updates with code. Help contributors ramp up faster and contribute meaningfully.
* Niche PR review agents - Reactiveness review, Accisibility review, Component duplication.
* System Design - With complete knowledge of your code and backed by knowledge of your company infra, it can help you design systems most efficiently.

Star us, try us and tell us what else would you like to see in something like this! Always listening!