Why Vibe Coding Isn't The Problem
Interface, Tuesday, July 14th, 2026
AI-assisted development improves code quality when paired with governance and engineering discipline; weak process is the real problem.
Paul Done, Field CTO at MongoDB, distinguishes problematic "vibe coding" - rapid AI-generated code shipped without review - from legitimate AI-driven development that accelerates workflows.
He argues concerns about low-quality output stem from weak processes rather than from AI itself, and that organizations with strong engineering practices will see AI amplify their existing standards.
As velocity increases, the industry must shift from manual code review toward AI-enforced standards while humans concentrate on architecture and oversight. Combined with governance, continuous testing and security discipline, AI can raise baseline code quality and help address technical debt.