A first-class data model for the next generation of findings AI-driven code security is becoming a real category. Anthropic’s Claude Code Security and OpenAI’s Codex Security are the leading examples, and more will follow. These tools reason about source code at a depth that traditional SAST cannot reach, surfacing logic flaws, broken authentication patterns, hardcoded secrets, and complex injection paths that pattern-based scanners routinely miss. Discovery at this depth is genuinel
