AI Code Security
The Architecture Problem Behind AI Hallucinations That Compromise Security
Nearly 1 in 5 AI-generated code packages don’t exist. Here’s the architecture that catches hallucinations before they ship.
August 20, 2026
Some time ago, our rinf.tech team attended DevCon, a premium IT conference in Bucharest, to showcase our expertise in optimizing neural networks for Edge Devices and Business Process Automation.
The event organizers interviewed Bianca Barbu, our Technical Director – Business Applications, for their DevTalks Live stream.
Below is a recording of DevLive with Bianca. Feel free to watch it to learn more about rinf.tech and how we make a difference when it comes to custom software engineering, what the future holds for technology and how current trends will reshape the future of business.
Enjoy the conversation!
Nearly 1 in 5 AI-generated code packages don’t exist. Here’s the architecture that catches hallucinations before they ship.
A prompt only holds what fits in one conversation. This piece traces why that structural limit, not developer skill, is what breaks AI-generated code at scale, and makes the case for treating the specification, not the code, as the permanent source of truth.
Managing software across a 15-year vehicle lifecycle requires clear behavior contracts. Discover how machine-readable specs reduce post-production overhead and ensure UNECE R156 compliance.