# Team 7700 - **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:** [Aditya Reddy](https://cerebralvalley.ai/u/AdityaRed) - **GitHub:** https://github.com/AdityaReddyN/7700 - **Demo video:** https://youtu.be/0k75Vwt1oqI - **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery - **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2629 7700 is an AI incident analyst for ADS-B aircraft-tracking anomalies. ADS-B — the open radio protocol every aircraft uses to broadcast its position — is completely unauthenticated, so anyone can forge a position, speed, or identity (spoofing, ghost aircraft, replay attacks). Security teams get far more anomaly alerts than any human can read. 7700 takes one alert and runs a five-stage pipeline entirely on a laptop: a detector flags suspicious tracks, a triage step ranks five hypotheses, a subagent investigates each with five read-only, deterministic tools, a pure-Python verifier re-checks every number the model cites against the logged tool output, and an adjudicator writes an incident report that cleanly separates verified evidence from inference. The result is a ranked, evidence-verified report an analyst can trust — private, local, and free to run. Every anomaly is injected into real OpenSky flight data, and every metric shown is read from a results file, including an honest account of where the system is still weak. ## More from Meta Global AI Developer Hackathon - [Maya's era](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2626) - [Along](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2627) - [Nextwaves Industries](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2628) - [Reneural](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2630) - [bytesize](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2631) - [BloodLife](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2632) --- Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2629. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt