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The Deep Field
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Writing

2 essays on ideas, craft, and the world.

  • Jul 19, 2026

    What happens when a small language model reuses its layers?

    I trained five models on BabyLM to test one idea: whether repeating the same transformer layers can buy better predictions without buying more parameters.

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  • Jun 27, 2026

    Building Claude Code in 100 Lines

    A beginner-friendly walkthrough of how coding agents work: one loop, a few tools, some on-demand instructions, and a small amount of memory.

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