Why I Built an ML-Powered Secrets Detector Instead of Just Using Regex

ost secrets scanners work the same way. They maintain a list of regex patterns — one for AWS access keys, one for GitHub personal access tokens, one for Stripe keys, one for JWT headers — and they scan your code looking for matches. When a pattern fires, they report a finding. When it doesn't, they