Engineering notes
Articles for people who
ship the stack
Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: quality
Ten ways to cut hallucinations without fine-tuning
Ten system-level fixes that cut LLM hallucinations in an e-commerce agent: better context, retrieval, graphs, tools, validation and evals, with no fine-tuning.
9 min readTypeScript does not turn weak engineering into strong engineering
TypeScript doesn't fix weak engineering. Strict type safety helps, but any, bad boundaries and untested domain rules still ship bugs. Craft beats syntax.
3 min read
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Yes. Each piece is an original English rewrite prepared for this site. Structure and code examples follow the source material; prose is rewritten and checked for overlap before export.
English is the source. Another language is shown only when that translation body exists. A missing or empty translation stays in English, including on a localized URL.
New drafts land in the publish queue as they pass editorial checks. Running the site import picks up only new or changed slugs — nothing is duplicated.
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