Been working on Pipecat recently.
I originally started building it because I was tired of rebuilding the same AI workflow logic every time I experimented with agents/tools.
It’s evolved into a visual workflow builder where you can connect prompts, APIs, memory, conditions, tools, etc., and turn them into runnable AI assistants.
One use case I’ve been focusing on recently is e-commerce stores. Store owners can embed an AI assistant with a single line of code and build custom workflows for things like:
- order tracking
- product recommendations
- customer support
- FAQ handling
- store-specific automations
One thing I didn’t expect while building this: the hardest part wasn’t the AI itself — it was workflow execution, retries, state management, and debugging.
Still early, but seeing real workflows run end-to-end has been pretty exciting.
If anyone wants to try it out or give feedback, happy to give free access while I’m iterating on it.
Any and all feedback will be much appreciated