How We Built an AI-Powered Vulnerability Fixer
A look from the inside at how we automated the remediation of security vulnerabilities across 30+ repos using deterministic AI patches.
Hey, I'm Juan Turk!
After 15+ years of building software across the stack and every stage of the development process, I always try to create simple solutions that are reliable, fail-safe, and have a true reason for existing.
Lately, my curiosity has shifted toward automation, AI, and developing better software tools.
Check my recent blog posts
Check my latest posts and explore the ideas, lessons, and experiments I keep publishing over time.
What Communicating at GitHub Actually Feels Like
After a few months working at GitHub, here is my firsthand take on the real-world communication habits that actually make the machine work.
AI Won't Take Your Job. But a Developer Using It Will.
My perspective on the real impact of AI tools on our day-to-day work, and why human skills are more valuable than ever.