When AI writes 95% of your code, the difference between a unicorn and a failed pivot isn't the model—it's your ability to architect, validate, and ship at founder velocity. Most early-stage teams treat AI coding as a shortcut. It's not. It's a new programming language that demands the same rigor as professional software engineering.




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