Build the prototype, then throw it away
Use a disposable AI-built prototype to test architectural assumptions, record what you learn, and build the production system in smaller slices.
engineering leadership
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Two touch points for small features
Give AI responsibility for implementation, verification, and review so your attention stays focused on defining the goal and judging the result.
Optimizing AI code for review throughput
Use AI to organize large implementations into cohesive PR stacks and automate their upkeep so your team can review them efficiently.
Make it reviewable ↘
The AI trap
AI makes code cheaper to write, but we still need to decide whether the work matters.
Cheap code. Costly choices.