LLM agents vs Apache security: long CVE tail helps, but adversarial pressure is irreplaceable

jd_pressman · x · 2026-10-31

On the topic of AI agents auditing open-source software, the author argues Apache — a piece of software literally named after how often it needed patching — is surprisingly good from a security standpoint, thanks to the long tail of bugs already fixed versus a fresh rewrite.

He admits he didn't ask LLMs to hunt zero-days in it, and stresses that walking an agent through past CVEs isn't enough: there's no substitute for adversarial pressure.

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