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Tom.Appdev

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Tom.Appdev — Demo video

Every team has processes it knows by heart, but turning them into working automation still means wiring up nodes, mapping fields, and hoping nothing breaks. That work can put automation out of reach for the people who understand the process best. Metaflow lets you describe a workflow in plain language or upload a diagram, then turns it into a workflow you can review and run. Muse parses the request into connected steps and prepares the setup each action needs. You can then check the diagram, inspect each step, connect services, and run the workflow on a live canvas. Every run is saved with its execution logs and step details, and you can search past runs by run ID, workflow, or failed step. In our demo, one description becomes a four-step workflow: Manual Trigger, Set Message, Validate Message, and Send to Slack. All four steps succeed, the webhook returns HTTP 200, and the message arrives in the Slack channel.

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