Tools & ProjectsNovember 07, 2026
46
🌶️🌶️🌶️
Cloudflare open-sources its bug hunter
Cloudflare open-sources a skill turning coding agents into multi-phase security auditors.
#security#AI agents#open source#vulnerability scanning#Cloudflare
🔥 What happened
Cloudflare open-sourced the security-audit skill that seeded its own vulnerability-discovery harness. It turns a coding agent into a six-phase auditor: recon, coverage-led hunting, candidate validation, structured output, independent verification, and reporting. The repo is the single-repo ancestor of Cloudflare's fleet-wide system.
💡 Why it matters
Every finding gets handed to a fresh adversarial verifier — the agent that checks is never the agent that found. That attacks the core failure mode of LLM security scans: hallucinated vulns. Six validators plus a JSON schema force structured evidence, not prose.
⚡ Our take
Finally an agent workflow that fights hallucination structurally instead of prompt-pleading it away. If you're still doing manual code review, you're already behind.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions — when in doubt, read the linked original source.
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