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Without good intuition for models, treat 100k tokens on smaller models and 200k on the frontier ones as the line past which the quality of your results is probably already degrading.

Drawn from what Dex Horthy said

SubjectLLMs

What Dex Horthy actually said

  1. Dex Horthy Founder of the agent company HumanLayer
    But if you don't have good LLM intuition, like 100K for smaller models, 200K for these like really beefy like Codeex and Opus 4.8 models is usually a good like training wheel guideline of like if you pass there, your quality of results may be degrading.

    Where this was said

    Watch from 1:10:42 plays here

    ↗Context engineering with Dex Horthyyoutube.com

    15 Jul 2026 · video · 1h 33m · spoken · machine transcript

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Added to korrents 7 Sept 2026 · How quotes work · Something wrong? Tell us

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