I Built an AI Workflow for Bug Bounty Automation. Here is What Worked.

Originally published at chudi.dev My first automated bug bounty scan found 47 "critical" vulnerabilities. I submitted 12 reports. Every single one was a false positive. The program I targeted now knows my name. Not in a good way. That specific embarrassment is what made me rebuild everything from scratch. Not a faster scanner. Not a better scanner. A fundamentally different approach to what automation should and shouldn't do in security research. This guide is the result: a complete system for bug bounty automation that actually works in production. What Bug Bounty Automation Actually Is (and Isn't) Bug bounty automation is not a script that finds vulnerabilities for you. That framing leads directly to 47 false positive submissions and a wrecked reputation. What it actually is: a system that handles the mechanical parts of security research — reconnaissance, asset discovery, initial scanning — while keeping humans in control of the decision that matters most: what to submit. The best a