Are bugs and incidents inevitable with AI coding agents?
What specific kind of bugs is AI more likely to generate? Do some categories of bugs show up more often? How severe are they? How is this impacting production environments?


David Loker is the Vice-President of Applied AI at CodeRabbit where he leads the development of agentic AI systems that transform code reviews and developer workflows. As an entrepreneur and award-winning researcher, he has been building large-scale machine learning and AI systems since 2007 and has published over a dozen papers in leading conferences including NeurIPS, ICML, and AAAI, and was an early pioneer in generative AI.
What specific kind of bugs is AI more likely to generate? Do some categories of bugs show up more often? How severe are they? How is this impacting production environments?
