Vibe Coding, AI Code Review, And The New Trust Gap In AI-Generated Code
theCUBEresearch, December 11,2025
Over 60% of enterprise code commits now include AI-generated content. Our research also shows that AI-generated code is roughly 30% more prone to logic errors. Developers are increasingly leaning into what many are calling vibe coding, relying on AI intuition and feedback loops instead of structured design and architecture.
The question isn't whether AI can write code anymore. It's whether we can trust what it writes and how we govern what gets into production.
In this episode of AppDevANGLE, I spoke with David Loker, Director of AI at CodeRabbit, where he leads development of agentic AI systems for code review and developer workflows. David has spent nearly two decades building large-scale AI systems and has been published at NeurIPS, ICML, and AAAI. Our conversation explored AI-generated code, vibe coding, AI-assisted code review, and what it will take for AI to 'earn the commit.'