RAG & Retrieval
Why Retrieval Quality Is the Hidden Weak Link in RAG Systems
Poor retrieval quality undermines RAG systems. Learn how chunking, metadata, and stale documents sabotage AI accuracy in production.
Blog
Thoughts on AI engineering, backend, frontend, and building modern software.
Embeddings & Vector Search
Chunk Boundaries and Retrieval Quality: Hidden Pitfalls in Embedding Search
Discover how chunk boundaries and metadata filters can silently degrade embedding search results in production systems. Learn practical strategies to avoid these pitfalls.