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Perspective · For leaders building teams

Rebuilding Judgement

Every senior you trust was built by work you are now handing to an agent. That work was never just output — it was the apprenticeship. The bill for judgement didn’t disappear. It just came due.

The promise

Every organisation worries about replacing early-career work. Very few are asking who replaces the journey that created their seniors.

01 · What you’re probably seeing

Your juniors ship faster than ever with AI — and quietly miss the confidently-wrong calls a senior would catch.

02 · What’s actually going on

AI absorbed the routine work that used to teach judgement, not just the typing.

03 · Why it matters

Judgement was never free — the work was paying for it. Now it has to be funded on purpose.

The Arc

Content2 articles
Duration20 min
TopicsTalent, Judgement, Apprenticeship
The unity

Judgement was never a by-product you could count on; it was paid for by the work, invisibly. Now the work is automated and the bill is explicit. The organisations that keep making seniors will be the ones that decided to — on purpose.

Judgement was never free — the work was paying for it.

Where this leadsFor the CTOStrategy, economics and governance of agentic deliveryFollow next →