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LLM Mar 18, 2026 2 min read

OpenAI explains why Codex Security does not start from a SAST report

OpenAI says Codex Security is built to reason from repository behavior, not to triage a precomputed SAST report. The company argues that many important bugs come from failed invariants and transformation chains, so the agent should validate hypotheses in context before escalating them.

#openai#codex-security#appsec
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LLM Mar 17, 2026 2 min read

OpenAI says Codex Security should validate behavior, not inherit a SAST findings list

OpenAI says Codex Security deliberately does not start from a SAST report because many real vulnerabilities come from broken validation order, canonicalization, and other behavioral flaws rather than simple dataflow patterns. Instead, the system starts from repository behavior and validates hypotheses with focused tests in a sandbox.

#openai#codex-security#sast
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