I Gave Claude 12 Years of my Bug Bounty Reports - Here's What I Learned

Overview: A veteran bug bounty hunter analyzes 12 years and 1,500 HackerOne reports using Claude AI, revealing uncomfortable truths about duplicates, evolving bug classes, and reports that go nowhere.

Key Topics: 1,500 reports across 228 programs from 2014-2025; duplicate rates rising from 19% to 27%; 561 reports with no bounty; and the gap between public profiles and actual outcomes.

Technical Details: The speaker fed all reports to Claude for classification, discovering his signature bug class stopped yielding results years ago while simpler bugs paid more frequently. One in five reports were duplicates throughout his career.

Takeaways: Bug bounty success metrics hide significant failure rates. Even experienced hunters face persistent duplicate challenges, and the bugs you're known for may not be the bugs that pay.