# Polaris - Multimodal Threat Intelligence API for Agents

- **Event:** [Agentic Orchestration and Collaboration Hackathon](https://cerebralvalley.ai/e/agentic-orchestration-hackathon)
- **When:** Sat, Jan 10 at 9:00 AM – 8:00 PM (PST)
- **Where:** Shack15, San Francisco, CA
- **Placement:** Finalist
- **Team:** [Johnny Hung](https://cerebralvalley.ai/u/masterfung), [Munam Wasi](https://cerebralvalley.ai/u/MunamWasi)
- **GitHub:** https://github.com/NineSunsInc/threat-intelligence-service
- **Demo video:** https://www.loom.com/share/5dc4de83d411470a84ce1ed418e1c776
- **Gallery:** https://cerebralvalley.ai/e/agentic-orchestration-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/agentic-orchestration-hackathon/hackathon/gallery/51

We built Polaris, an open source threat intelligence system that keeps agent workflows aligned with current vulnerabilities. It uses a static 2025 BERT classifier as a baseline, then stays current by pulling live CVEs, generating adversarial tests, and learning new patterns in seconds. It seamlessly lives within production workflows and secures the multi-trillion dollar agentic economy.

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Markdown version of https://cerebralvalley.ai/e/agentic-orchestration-hackathon/hackathon/gallery/51. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt