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Elowen

I keep notes from exploring the world: books I read, tools I make, places I go, and ideas that are still taking shape.

Software engineerWriting since 2023GitHub ↗
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  1. ProductHamel Husain
    AI Products That Are Hard to Eval Are Usually Hard to Trust

    If users have to redo the AI's work to verify it, the issue is not just evaluation; the product has not made sources, definitions, intermediate steps, and unverifiable claims first-class artifacts.

  2. AgentsHugging Face / IBM Research
    A Java Migration Benchmark Shows Compilation Is Not Success

    ScarfBench brings enterprise Java migration evaluation back to system reality: success means build, deploy, and behavioral validation all pass, while today's strongest agents still stay below a 10% behavioral success rate.

  3. ArchitectureLatent Space
    Enterprise Agents Are About Encoding Process, Not Just Connecting a Model

    Sierra's agent engineer and FDE model shows that the hard work is encoding customer workflows, APIs, brand voice, release governance, and verification paths into the system.

  1. 01

    Building a Better HN API with Rust

    A small, fast wrapper over the Hacker News Firebase API — and what I learned about caching on the edge.

  2. 02

    My Kindle Workflow

    A complete walkthrough of my Kindle setup: choosing quality books, sourcing clean EPUBs, translating foreign-language editions with Calibre, and transferring everything seamlessly.

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當你保有成功太久,就會喪失冒險的欲望。

馬斯克傳 · Walter Isaacson · p. 636

受限於物理定律的規則才是真正需要遵守的規則。其他都只是建議。