Building a Semi-Autonomous Bug Bounty System with Claude Code
How I built a multi-agent bug bounty hunting system with evidence-gated progression, RAG-enhanced learning, and safety mechanisms that keeps humans in the loop.
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#security
6 posts tagged with "security"
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Why I Built Human-in-the-Loop Instead of Full Automation
The case for keeping humans in control when building AI-powered security tools. Full automation sounds impressive until your reputation tanks from false positives.
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I Built an AI-Powered Bug Bounty Automation System
Why I chose multi-agent architecture over monolithic scanners, and how evidence-gated progression keeps findings honest. Part 1 of 5.
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Failure-Driven Learning: Auto-Recovery in Security Tools
How my bug bounty automation learns from rate limits, bans, and crashes to get smarter over time. Part 3 of 5.
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Human-in-the-Loop: The Ethics of Security Automation
Why mandatory human review protects researcher reputation better than any algorithm. Building AI that knows when to stop. Part 5 of 5.
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From Detection to Proof: Validation in Bug Bounty Automation
Why 'finding' a vulnerability isn't enough, and how response diff analysis cut my false positive rate dramatically. Part 2 of 5.
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