How suspicious traffic on my production sites led me to build a universal, framework-agnostic abuse deterrence system that any AI coding agent can implement — and the verification tests that proved my first attempt failed.

Reading time: ~20 minutes

The Problem: Your Site Is Under Attack and You Don't Even Know It

I had two production web applications running on Vercel:

Vocab Top — an AI-powered vocabulary learning platform