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An AI agent went from 0/10 to 10/10 on canvas game browser tests in two hours, unsupervised. The problem had been unsolved for a decade.

AI coding agents are powerful inside a single repo. In distributed systems they often reveal more about how your organisation is structured than they solve. That gap is worth understanding.

Deep work still matters. In an AI assisted world, it becomes a competitive advantage for judgement.