Generation “Approve”: Why I Made the Team Rewrite a Project That Already Worked

▤ Summary

The article discusses a decision to rewrite an already working project to better fit a new AI-assisted development workflow. It centers on how tools like Copilot, Claude, GPT-based IDEs, Windsurf, and OpenSpec change the way teams structure code and documentation. The writer reflects on the tradeoffs between moving fast with familiar code and rebuilding around retrieval, prompts, and new architectural patterns. The piece also touches on the practical impact of AI on PHP and PostgreSQL-based development work. Overall, it argues that modern AI tooling can justify major refactors when teams want to scale productivity and maintainability.

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