RAG in Production
Reliability, failure modes, and the architecture that keeps retrieval-augmented generation working with real users.
11 posts
Topics
The pillars I write about — each a hub of deeper posts.
Retrieval Quality
Chunking, hybrid search, reranking, and query understanding — the levers that decide whether the right context shows up.
4 posts
Embeddings & Semantic Search
Models, dimensions, caching, and fine-tuning the representations retrieval runs on.
1 post
LLM Evaluation & Observability
Evals, hallucination detection, and monitoring so you know when the system is actually working.
1 post
LLM App Architecture
Prompting, context management, streaming, and structured output for real applications.
3 posts