Roy Canani
197 posts

Roy Canani
@CananiRoy
Building & breaking tech | AI, tools & space 🚀 | Sharing experiments, takes & what I’m learning in public



This week, Turborepo reached 20 million weekly downloads and 0 known issues.




When I built computer vision models, the worst failure mode was a confident misclassification - a muffin labeled as a chihuahua. 🧁🐕 In cybersecurity, hallucinations have a very different failure mode. We ran 162 experiments to understand what kind of context helps coding agents write secure code. Instead, we found agents that produced convincing plans, passing tests, and hardened-looking code - while still shipping the vulnerability underneath. Research: lnkd.in/dSQDS758 Presenting this at AppSec Village @ DEF CON 34. Come say hi 👋

@ClaudeDevs How two outages in one week not equal reset?
















