Develop with AI: Balancing speed and confidence without becoming a bottleneck

A SonarSource blog post recounts how a team built a complex production desktop app with AI coding assistants and the practices that let them maintain speed without sacrificing confidence: design a readable architecture, enforce strict file-size limits (<=500 lines), enforce absolute consistency of patterns, and use SonarQube as an automated verification layer so reviewers can triage changes rather than read every line.