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Quick tips and tricks for developers and designers

• Tech Tips, Web Development

The Senior Engineer Who Googles Everything

I’m Leon Shelhamer, and I’ve been building software professionally since 2011. It took me most of those years to be able to say this next part out loud without wincing: I don’t have the vocabulary memorized. Ask me to stand at a whiteboard and define a monad, or recite the four pillars of object-oriented programming […]

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Kid-drawn illustration of a teal robot standing taller than a dashed box it has outgrown, the box marked with a small x for deletion. Caption: the model outgrew my system.
• Tech Tips, Web Development

Nobody Nerfed the Model. My System Drifted.

There’s a specific kind of pride that comes from building the thing that makes a tool yours. For months, that’s what I had. I’d built an expert system around Claude: a layer of my own design sitting between me and the raw model. Per-domain experts, each with its own isolated context and operational memory: one […]

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