●builderIf you're building agentic document search systems that need cross-document constraint verification, the workspace expansion pattern is a practical architecture to evaluate against bounded-context retrieval approaches.
●researcherThe retriever-as-workspace-expander design is a concrete scalability fix for DCI; worth comparing against standard RAG pipelines on multi-document reasoning benchmarks.