andreas.kreutzerQ: How does code verification work?
If I understand correctly, you're using AI to check AI-generated code. That would mean your AI is better than Claude, Gemini, etc., at generating code—or how should a non-programmer understand this?
Stephen_TheCodeRegistry
Jul 7, 2026A: Hi, thanks for the question!
Our code intelligence engine is NON-LLM (non AI). We have a patent-pending platform that uses a hardcoded, deterministic set of rules to analyze any codebase, whether AI-generated or human written.
We believe that we all need an extra verification and intelligence layer sat on top of all of our AI code-generation tools. All of these flagship AI models are essentially trained on the same (or very similar) datasets, so if you ask one to write the code and another to check it, they will have the same biases etc baked in.
We give regular talks on subjects like "The importance of trust in the age of AI agents" and "Why AI-generated code needs a second opinion" and show recent case-studies where AI-generated code rollouts have gone wrong.
We've had users take a vibe-coded app from something like Lovable, Replit, and put it through our platform and the security and technical debt scores were low, as it's something that's often overlooked by these systems. It affects us all, from vibe-coders to global software companies.
Although our core analysis engine is non-AI, we do have some useful AI features on top of that for things like answering questions, generating summaries and insights and doing code deep-dives. We're not anti-AI, we use it ourselves, we just believe we need to be a bit more careful and check the output!
Hope this helps!