The Senior Engineer Crisis Isn't Coming. It's Already Here.
15 min read
AI is cutting junior hiring. But the engineers that won't exist in 10 years are being decided right now. Here's what I think actually happens next.
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How AI is changing engineering work, team design, and the quality bar leaders need to maintain.
AI is cutting junior hiring. But the engineers that won't exist in 10 years are being decided right now. Here's what I think actually happens next.
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AI doesn't care about quality. It accelerates whatever direction your team was already heading. Here's what engineering leaders need to change.
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Verification debt is accumulating quietly in AI-assisted codebases. What engineering leaders need to watch for.
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AI agents generate 98% more PRs but reviews take 91% longer. The work didn't disappear — it moved. A synthesis of eight perspectives on where it actually went.
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