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guilds.run lets you run small teams of AI agents, grouped into guilds for jobs like growth, sales, or support, and see exactly what they did. Every run keeps the exact prompt the model saw, every tool call with its result, every memory change, and who wrote each note, and a graph shows which routine or message woke which agent. A Studio coach reads your live team and suggests fixes. You set permissions, edit context, and pick the model per agent, with connectors for Gmail, Slack, GitHub, Notion, Linear, and more. Open source under AGPL and free to self-host on your own machine. Built by the Cigale team.
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