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Mind Over Model

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Mind Over Model — Demo video

Every npm install is a leap of faith. TRACII replaces it with pre-install verification and evidence. TRACII is an AI-powered software which acts as supply-chain investigator for npm projects. Point it at a GitHub repo or drop in a lockfile, and within a couple of minutes it uncovers known vulnerabilities, known malware and suspicious install-time behaviour, without ever installing or executing a single package. Today, securing dependencies means juggling separate tools: one for vulnerabilities, another for malware, another for SBOMs and compliance, and most of them stop at a list of alerts. TRACII unifies all of it into a single investigation with evidence and a traceability map. It traces the exact path each risk takes into your app, separates what’s exploitable from what’s noise, and builds a prioritized fix plan, where just three upgrades fixed 69 of 174 vulnerabilities in one of the testcases. It proposes a fix, and proves that it works with a sandboxed rescan before you touch your codebase. Meta’s Muse models power the reasoning layer. Specialist AI agents assess each finding like a security analyst would by assessing exploitability, attacker behaviour, build trust and blast radius. All of them follow single golden rule: AI explains, evidence decides. Every claim cites scanner evidence, and no model can override the scanner’s verdict. It’s built for how teams actually ship. You get an interactive 3D dependency graph, replays of real-world attacks like event-stream mapped onto your own graph, version-to-version diffs that catch malicious updates, and one-click SBOM (CycloneDX), SARIF, Security Report and CI-gate exports that block risky builds before they ship. TRACII: see how every risky dependency could reach your app, and stop it before it does.

Team