# NetOps Copilot by gokunguru

- **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:** [Kamil Mandi](https://cerebralvalley.ai/u/gokunguru)
- **GitHub:** https://github.com/gokunguru/netops-copilot
- **Demo video:** https://youtu.be/Xh9V5aYXD3I
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1821

Network changes are still typed by hand from tickets, and one wrong ACL can cut a site off. NetOps Copilot turns a request, typed or a screenshot of a ticket, into a validated multi-vendor change (Cisco IOS, Huawei VRP). Muse Spark reads the ticket, plans, and writes the config. Then deterministic layers decide what is safe: a schema-validated intent, a safety gate, a dry-run on each vendor's config model, and a policy guard against versioned policies. An independent reviewer on Muse Spark Open, in a separate session with read-only tools on the running and candidate config, can only escalate to the human. Nothing is applied without approval, and every change ships with a rollback proven to restore the original, Ansible playbooks, and a hash-chained journal.

Benchmark on 22 requests, 11 of them unsafe (including a prompt injection hidden in an image): 22/22 correct, 0 unsafe change left auto-approvable. Validated end-to-end on a real Cisco IOS XE router (pushed, verified on the running config, rolled back).

Bonus prizes: Best Build on Meta Open Weight Models (the independent reviewer, or the whole pipeline with --provider baseten, runs on Muse Spark Open served by Baseten) and Best Agentic Use-Case (an agent that investigates the network with read-only tools before proposing a change).

What existed before: a 329-line scaffold committed a few hours before kickoff. As the rules require, it is not part of this submission: the parts still in use were rewritten during the event and the history was squashed, so no pre-kickoff code remains. Everything shown in the video was built during the hackathon (details in the README).

Live demo (no sign-up): https://gokunguru--netops-copilot-demo-web.us-east.modal.run

## More from Meta Global AI Developer Hackathon

- [Muse Disaster Mission](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1818)
- [TarusX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1819)
- [Poorvi Patel](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1820)
- [BIMLabz](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1822)
- [Clayface](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1823)
- [Innoalaxy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1824)

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