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 automation…