How we Scaled AI Across our Mobile Engineering Team

We rolled out AI coding tools for writing code. Seven months later, engineers use them just as much for design docs, test plans, and PRD reviews. The biggest gains weren’t where we expected. Yes, engineers write code faster and write more tests. But the real shift was upstream. Increasingly clear requirements. Fuller test plans. Design docs that get pressure-tested before the first line of code.…