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: citations
Hyperresearch: Making Claude Code Verify Citations and Keep a Research Vault
Install and tune a 16-step research agent for Claude Code, pick the right tier and register, recover open-access full text and check what it really read.
10 min readProduction RAG on Azure: chunking, hybrid search, filters, and citations
Production RAG on Azure: structure-aware chunking, hybrid search, ACL filters, reranking, grounded prompts with citations, and evaluation beyond a PDF demo.
6 min readRAG Document Assistant with Testable Services and Next.js Chat
A RAG document assistant with HTTP split from pure Python services, indexed docs with cited segments, FastAPI on the back and a Next.js split-panel chat.
18 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.
Treat samples as illustrative. Validate against your stack and licences before production use. For delivery work, contact us with the brief.
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