How do we start with AI coding tools without creating technical debt?

“The key is fast feedback loops from day one: TDD, pre-commit hooks, and automated linting checks catch mistakes before they reach the repository. We help teams establish these foundations before tool adoption, so AI-generated code meets the same quality standards as hand-written code.”