# Team ID: 656295919540867

- **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:** [Dhruv Agirishetti](https://cerebralvalley.ai/u/DhruvAgirishetti)
- **GitHub:** https://github.com/DhruvAgirishetti/Cloudops-Agent
- **Demo video:** https://youtu.be/kmfAnQwxyP8
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4129

CloudOps Agent: AI-Powered Cloud Investigation & Remediation**

CloudOps Agent is a local, read-only cloud security investigation tool that analyzes AWS IAM policies, CloudTrail-style events, and Terraform configurations. It uses deterministic Python analysis to identify security findings and correlate related evidence across different sources.

The project integrates Meta's Muse Spark 1.3 Standard through the Meta Model API to investigate individual findings and multi-source correlations. The model receives structured, scoped evidence and produces explanations, evidence references, and prioritized remediation recommendations. Python validates the response structure and citation scope before displaying the results.

The application is advisory only: it does not connect to live AWS infrastructure, execute changes, or automatically apply remediation. Its goal is to help developers understand potential cloud security issues by connecting configuration, permissions, and activity into a more useful investigation.

## More from Meta Global AI Developer Hackathon

- [Runtime Terror](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4126)
- [ChangeProof AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4127)
- [Rewind Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4128)
- [Ayai](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4130)
- [ByteToBit](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4131)
- [Creagent](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4132)

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