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.
#bug-bounty
7 posts tagged with "bug-bounty"
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Why I Built Human-in-the-Loop Instead of Full Automation
Keep humans in control when building AI security tools. Full automation sounds impressive until your reputation tanks from false positives.
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.
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.
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.
One Tool, Three Platforms: Multi-Platform Bug Bounty Integration
How I built unified integration for HackerOne, Intigriti, and Bugcrowd with platform-specific formatters and a shared findings model. Part 4 of 5.
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.