Don't Automate the Apprenticeship Out of Engineering
Entry-level work was never just cheap execution. It was the training system that produced the people capable of judging what the machines build.
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All essays tagged future-of-work.
Entry-level work was never just cheap execution. It was the training system that produced the people capable of judging what the machines build.
★Most AI reorgs open with a headcount model. The better sequence redesigns workflows, decision rights, ownership, and evaluation loops first, then lets the org chart follow the work it is meant to describe.
A year of writing, one argument, and a working theory of where software is going
★Jasmine Sun argues AI politics has a new meta, and the warning shots have started. Reading her piece as an engineering leader, here is what the narrative failure looks like from inside a large team, why sociopolitical alignment is our job, and what each of us owes our own career in a market this fast.
Anthropic's new design tool does not threaten senior designers. It threatens the apprenticeship that made them senior.
The AI-and-jobs conversation gets framed as either inevitability or competition. Both frames are incomplete — and both conveniently align with the interests of the companies selling the technology. A third reading of what's actually happening to work.