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Brian Chastain — Field Notes · Mar 30, 2026

Outside-In: AI-Assisted Vulnerability Scanning When You Don't Have the Source

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How to escalate from passive reconnaissance to actionable vulnerability findings against web applications — using the same AI-assisted methodology that works for source code, adapted for black-box targets.

Read on brian-chastain.com

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