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: startup
Practical notes: What ownership means when agents write the code
Operable walkthrough of Practical notes: What ownership means when agents write the code: contracts, checks, and drop-in code slots for teams shipping this pattern.
8 min readFrom Loop Engineering to Graph Engineering: Building Reliable
From loop engineering to graph engineering: the agent loop as an engineering unit, where a single loop breaks down with state tangles, and why graphs help.
22 min readAzure OpenAI on startup credits: deployment names, regions, and .env hygiene
Azure OpenAI on student credits for RAG labs: choose a region that has the model, call the deployment name not the model name, and keep API keys out of git.
3 min read
FAQ
About these articles
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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