JetBrains AI

AI coding tools are raising PR volume and changing the defect profile. Your reviewers are the same people. Here's what the data says about the gap.

Your developers' AI tools are only as good as what they know going in. When those tools run through the right IDE, it can give them a head start – a picture of the codebase the tools would otherwise need to piece together themselves. That means your team's IDE choices belong on your AI agenda alo…

Most organizations are asking what AI can do for their developers. A harder question is what are your developers bringing to AI? DORA's 2025 AI Capabilities Model report argues that AI does not level teams out – it amplifies what is already there. Stronger, high-performing organizations get more …

Most enterprises claim to govern their AI use. They have policy documents, review boards, approval flows, and sandbox environments. On paper, control exists. Then agents enter real software delivery workflows.

Has your team's sprint velocity actually improved since you approved all those AI coding tools? If not, recent research by JetBrains and UC Irvine shows your developers may be facing a new dimension of context switching that resists the usual fixes.   The key findings were that most …

This opinion piece by JetBrains’ Team Lead in AI Development Experience reflects on key takeaways from NeurIPS 2025, a major AI research conference. It explains why these insights matter and considers related signals emerging from other recent research.