How Figma stays ahead of vulnerabilities with agents

Figma deployed AI agents to guard code during generation, pull request review, and historical auditing. The system uses Claude Code and Codex models, achieving 80% precision within a month. A 70% precision threshold was required before agents could comment on pull requests. The agents run on a 68-precedent policy that doubles as a complete threat model.