An AI coding agent is like a junior developer who must be guided and validated by senior analysts, architects, and engineers. The role of the senior is to take responsibility and remain actively involved in ensuring that software engineering principles, patterns, and best practices are properly applied, so that the resulting application is one that end users can trust and that can continue to grow and evolve over the long term.