✺Bence Vilagi

Deconstructing AI strategy through the lens of structural practice.

A repository of raw observations, technical research and field notes on how teams actually adopt AI.

An astronaut sitting in a cluttered office buried in mountains of paper, holding a cardboard sign that reads 'We counted what we waste'

16.JUN.26

We Counted What We Waste

Feelings are cheap, rebuilding is expensive — so before touching any code I counted what our scattered workflow actually cost. Part two of a series on rebuilding a studio from the ground up.

An astronaut in a long fluorescent-lit office crowded with photocopiers, holding a cardboard sign that reads 'A year as copy-paste machines'

14.JUN.26

A year as copy-paste machines

How a studio's workflow quietly strangled itself — not through one bad decision, but the sum of a dozen good ones. Part one of a series on rebuilding the way we work.

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