# FlowGuard

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Ravi Teja N](https://cerebralvalley.ai/u/rtn)
- **GitHub:** https://github.com/RaviTejaNalluri/flowguard-ai
- **Demo video:** https://youtu.be/dquwWqaNLxE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4040

> FlowGuard AI is a self-healing layer for business automations. Companies chain apps together (Stripe → CRM → Slack), and these chains break silently when an API renames a field, data arrives incomplete, or a service throttles requests, so customers fall through the cracks until an engineer debugs the logs.
>
> FlowGuard watches every run. When one fails, Meta's Muse Spark diagnoses the root cause from the workflow definition and the run record, then proposes a patch limited to three safe operations (rename a field, add a fallback value, add a retry). Each patch is proven by replaying the exact failed input in a sandbox, and sandbox failures are fed back to the model for another attempt. Identical failures are grouped into one incident. After a human approves, the fix becomes a new audited workflow version and every affected run is replayed, so no customer is lost. Problems a workflow edit can't fix, like a revoked token, are escalated to a human instead.
>
> In a 15-case evaluation, FlowGuard healed 12/12 fixable failures, correctly escalated 3/3 unfixable ones, and averaged about $0.01 and 8 seconds per incident.

## More from Meta Global AI Developer Hackathon

- [Rehere](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4037)
- [PhysicsLens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4038)
- [reforge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4039)
- [CaseFile](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4041)
- [Unfollowy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4042)
- [moon-factory](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4043)

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