AI tools like Codium's Windsurf IDE are reshaping coding practices through projects like updating a theme for Evidence.dev and developing a Terraform provider for MotherDuck. These experiences highlighted the strengths and limitations of AI in development, showcasing its potential as a collaborative partner despite issues with project understanding and syntax handling.