If AI coding is lowering your code quality, you’re not managing quality right
Summary
AI coding agents can increase output significantly when combined with a layered quality process. The article outlines seven layers from requirements to monitoring and AI-assisted reviews, emphasizing spec-driven development, high test coverage, and human oversight. The takeaway: with guardrails, AI-assisted coding can double delivery speed while keeping bugs in check.