Article · April 13, 2026
The Harness Is the Product
Why the same underlying model can feel sharp in one coding tool and strangely useless in another. The answer is not the model—it is the harness.
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I work across engineering, writing, and product thinking. I care about practical tools, clear systems, and software that still makes sense once the demo is over.
Most of my work clusters around AI systems, automation, and software that is easy to debug and maintain.
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