10 Tells of a Slop UI

• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

It gives practitioners a checklist to catch and avoid the generic patterns AI coding agents default to in UI generation, directly useful when reviewing or prompting for AI-built interfaces.

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