blog.shuvonsec.com

AI. Cybersecurity. Agents that hunt.

Long-form notes on autonomous bug hunting, AI safety, fraud defense, and shipping tools that make the internet safer.

Autonomous bug hunting — what actually works

How I think about agents that recon, attack, and report without a human in the loop — and where they still fail.

Scams got smarter. Defenses that only work for big companies leave everyone else exposed. What we’re building instead.