The release of Minimax M2.5 proves that the performance gap between open-source models and industry titans is vanishing, but the path to clean code remains bumpy. While the model successfully navigated complex Laravel migrations through relentless self-debugging, the experience revealed a frustrating need for manual intervention and inconsistent optimization. The future of AI coding might not depend on which model you choose, but on how much control you're willing to give up.