PostEngineering leadership

When execution gets cheaper, deciding what deserves execution becomes the senior skill.

AI does not remove product judgment. It punishes weak product judgment faster. As execution compresses, value shifts toward adoption design, trust, and deciding what should not be built.

Lukman Nuriakhmetov
Lukman Nuriakhmetov
1 min read · June 2, 2026

AI does not remove product judgment. It punishes weak product judgment faster.

As AI compresses parts of execution, product value shifts toward adoption design, trust, segmentation, and deciding what should not be built.

Across engineering and product leadership roles, I have seen teams fail more often from unclear judgment than from insufficient output. AI makes that failure mode more visible.

You can now move from idea to prototype faster, but users still hit activation cliffs, trust gaps, and friction the model alone cannot fix. That is why the PM role is not simply "dying." The coordination layer may shrink, but the judgment layer becomes more important: what problem matters, which segment it serves, what proof creates trust, and what next destination is worth selling.

When execution gets cheaper, deciding what deserves execution becomes the senior skill.

Tags: product-management · ai-products · product-leadership · adoption

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