summary ai eng moving from autocomplete → autonomous agents, w/ build-time agents giving biggest near-term gains

reflection shift = coding less, defining problems & orchestrating more, like managing a fast but literal junior dev

question how do teams redesign review & governance so 3x output ≠ 3x risk?

paradox more automation → more need for human foresight, context & constraint-setting

prediction within 2y, top eng teams treat prompt-driven dev as default & code review as the new bottleneck