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Every abstraction in agentic programming — RAG, memory, agentic history, structured output — is just a different way of passing tokens into a model, and understanding that beats learning any of them.

Drawn from what Dex Horthy said

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  1. Dex Horthy

    Founder of the agent company HumanLayer

    And at the end of the day, they're all like different ways to pass tokens into a model and ask it to produce usually some structured output. And understanding that is a lot more powerful than trying to learn memory and trying to pick some agent framework off the shelf and some memory framework off the shelf.

    Where this was said

    Watch from 0:21:28 plays here

    ↗Context engineering with Dex Horthyyoutube.com

    video · 1h 33m · spoken · machine transcript

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Added to korrents 15 Jul 2026 · How quotes work · Something wrong? Tell us

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