Most developers are using vibe coding, but governance is lagging

By AI, Created 3:56 PM UTC, June 03, 2026, /AGP/ – A new survey from The Adaptavist Group finds 83% of professional developers in the US and UK are using AI-assisted vibe coding, with most reporting major productivity gains. The research also shows review, governance and coordination practices are not keeping pace, raising risks as code output grows.

Why it matters: - AI-assisted development is speeding up software delivery, but teams are struggling to review and control the larger volume of code. - The gap between productivity gains and governance could create technical debt, operational risk and inconsistent standards across development teams. - The findings suggest software organizations need stronger planning, review and orchestration as AI use spreads.

What happened: - The Adaptavist Group surveyed 240 professional developers in the US and UK through Attest. - 83% said they are now using vibe coding in some form. - 87% said vibe coding saves them time. - 74% said they are building more than before. - 71% said vibe coding makes them better at their job.

The details: - 71% said vibe coding creates more coordination work for their team. - 63% said it increases the complexity of planning and tracking tasks. - 73% said vibe coding has increased their appreciation for project management tools. - 73% said they use project management tools more frequently since they started coding with AI. - 82% agreed that governance and structured review processes are essential. - 11% said they deploy AI-generated code without human review every time. - 30% said AI-generated code is deployed without human review at least some of the time. - 47% said they use only a basic additional review process for AI-generated code. - 14% said no additional review process exists. - 40% said they do not always fully disclose how much they use AI tools at work. - The disclosure gap stems from concerns about how AI use may be perceived or governed.

Between the lines: - The research points to a shift from solo AI-powered coding toward more structured team workflows. - Neal Riley, AI Innovation Lead at The Adaptavist Group, said developers are shipping more and faster, and that organizations now need better visibility, planning, alignment, review and orchestration. - That view suggests the constraint is moving from code generation to coordination. - 55% said vibe coding introduces technical debt. - 33% said it creates operational risks such as downtime or software failures. - 67% said it limits learning opportunities for junior developers. - 39% said they worry vibe coding could threaten their job security. - Even with those concerns, 74% said vibe coding makes work more enjoyable. - 67% said it improves creativity. - 76% supported deploying vibe coding tools across their organization.

What’s next: - 49% said vibe coding will eventually be replaced by agentic engineering, a more autonomous, workflow-driven approach to software creation. - 30% said agentic engineering could make coding even faster and more efficient than vibe coding today. - The report says organizations will need to align on governance and orchestration as AI-assisted development continues to scale. - The research defines vibe coding as a development approach that relies heavily on AI-generated code and high-level prompts, with speed and intuition prioritized over deep hands-on implementation.