Context as Infrastructure: Knowledge Compilation for Retrieval in Agent Harness

This paper argues that retrieval-augmented generation is shifting from a single query-and-rank step to an agentic search harness that rewrites queries and decides when evidence suffices, and that the remaining bottleneck is context supply rather than index quality.