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AI Coding in 2026

Blunt take on AI coding tools.

Feb 14, 2026
Last updated Jul 12, 2026

LLMs are useless if you ask it to do ANYTHING not in its training data. useful for the majority of tasks that most people will use them for.

In other words, coding models do not work if you are building anything net new. "Vibe coding" only works if you build something already present in the training dataset of coding models.

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