Writing · № 03
Long-form notes on software, distributed systems, and the craft of building.
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2 posts · Research
Research01
Preregistering Experiment #1: How Fragile Are Production JSON Extraction Prompts?
The first concrete experiment in the precision research line — committed in public before the data is collected. Five perturbation classes, fifteen variants, four metrics, four falsifiable hypotheses, and a runnable companion repo with tests.
Research02
AI Prompts: How Good and How Bad They Are — Opening a New Line of Research
An honest look at where prompts work, where they quietly fail, and the assumption we stopped questioning — that AI must make mistakes. The opening shot of a research line on moving from "best effort" to specifiable, measurable precision.