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On AI Coding and Its Discontents

Cal Newport · 10 Aug 2026 · calnewport.com

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  1. In addition to reliability issues, it often engenders a mind-numbing workflow and an environment where junior developers will never acquire the expertise to become senior developers capable of designing complex systems.
  2. But if you zoom out, it becomes clear that almost every “breakthrough” since last summer has concerned the narrow domains of computer code and math, which are defined by highly structured languages and come accompanied by massive amounts of specialized training data.
  3. It’s a normal technology, and perhaps it’s time we start talking about it that way.