João Gonçalves

Everyone's optimizing for speed. The more interesting question is what gets lost when you do.
I write about the engineering judgment AI can't replace — and the parts it already has.

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Lead Time Is the Wrong Half

Most engineering velocity metrics start the clock at the commit. A public agent forced us to start it at the report.

AI as the Great Filter

Engineering depth was a nice-to-have. Now it's the thing that decides who survives.

Experience Isn't the Tax. Identity Is.

Jaya Gupta's piece on AI rewiring decision-making is right about the diagnosis. It mis-attributes the variable.

AI Will Create More Jobs. Just Not For Everyone.

Jevons was right. The paradox has a door policy.

Your 'AI-First' Engineering Org Probably Isn't

Bolting AI onto your workflow isn't AI-first. Here's what is.

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