How to grep video
Summary
The article explains why video cannot be scanned with traditional text grep and introduces video context engineering as a solution. It argues for a three-tier search approach - local cached enrichments, semantic retrieval with embeddings, and full re-analysis - along with the importance of a reusable enrichment cache for scalable video libraries.