The Transition

A few years ago, bug hunting was a manual craft. You scanned subdomains with one tool, tested endpoints with another, and stitched results together by hand.

Today, AI changes the speed entirely.

Not by replacing the hunter. By eliminating the boring parts.

What AI Actually Changes