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: ai-search
Production 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 readGrounded PDF Q&A on Azure AI Search and Foundry agents
Index private course PDFs with embeddings, wire a Foundry agent to the vector index, and debug the auth and instruction gaps that make RAG look broken.
9 min readAgentic RAG on Azure AI Search with plan, evaluate, and rewrite loops
Agentic RAG on Azure AI Search: hybrid search plus LangGraph plan, evaluate and rewrite loops, ACL trimming, grounding checks and telemetry on every query.
9 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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