Productionizing AI Code Agents: A Framework for Reliable Software Development

This series demonstrates how to use AI coding agents effectively on real production codebases by treating them as junior engineers requiring structure and oversight. Rather than relying solely on AI's raw capabilities, the approach prioritizes test infrastructure, automated quality gates, and clear architectural boundaries as essential prerequisites. This methodology enables teams to modernize legacy systems—such as migrating from monolithic Laravel to React SPAs—while maintaining production stability and code quality throughout the transformation.