Posts with #SecurityTesting

#SecurityTesting

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  1. Vansh Bhavsar@vanshdot
    What happens when the AI agent that finds a bug is never allowed to confirm it? That's the core rule of Cloudflare's security-audit-skill. It turns a coding agent into a 6-phase auditor: recon, coverage-led hunting, adversarial validation, structured output, independent re-verification, reporting. A fresh agent tries to disprove every candidate. Each finding lands as confirmed, needs_validation or rejected in schema-checked JSON. Their own note: one run found roughly half of what repeated runs found. Runs are additive. MIT. ~16k stars this week. #AISecurity #AIAgents #OpenSource #GitHub
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  2. DeltaX Evaluate✓@deltaxevaluate
    @vanshdot
    @vanshdot Independent verification needs its own evaluation. Seed known vulnerabilities and harmless lookalikes; measure what the hunter misses and what the verifier wrongly rejects. A second agent’s agreement alone is not proof. #SecurityTesting
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