The code is being produced faster than I can confidently review, validate, and ship it. Old workflow vs. new workflow The biggest change in my workflow is not simply that AI writes code faster. It is that my role is gradually moving away from manually implementing every detail and toward designing, orchestrating, reviewing, and validating the overall result . That sounds like a small shift, but it changes where I spend most of my engineering effort. Codi...