Open-source AI agent teams you can inspect
guilds.run lets you run a team of AI agents that work together on real workflows like growth replies, prospecting, and support triage — with full transparency into every prompt, tool call, and memory change. Studio acts as a coach that diagnoses recurring issues and drafts fixes you review before publishing. It's open source, model-agnostic, and runs on your machine, aimed at people who want to verify agent behavior rather than trust a black box.