Writing

Notes from production.

Long-form notes on building GenAI systems that survive real users. Written slowly, published when they are useful.

9 Oct 20263 min read

Hybrid RAG in production: what the tutorials leave out

Dense retrieval alone is not enough. A practical walk through hybrid search, reranking, and the evaluation loop that keeps a RAG system honest once real users arrive.

RAG
Retrieval
Evaluation