Topic

LLMs

What changed in the model layer, and what it means for product work.

1 post

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30 May 2026Why pre-LLM assistants failed, and what changedAssistants before 2023 broke at the layer that turned words into actions. Three things replaced it: open intent, named tool calls, and a loop that checks first.Agent basics10 min