Follow up to: #3582494 _**NOTE: Before working on this issue, verify it's still relevant and makes sense.**_ **Description** This discussion captures larger-scale features that may be needed for enterprise deployments and multi-agent workflows. Potential areas to discuss: - Multi-site or federated context sharing - Central context library with local overrides - Hot/warm/cold caching strategy for dynamic context - Stale-while-revalidate behavior - Agentic context handoff manifests - Context reuse/delta logic across agent chains - Audit trail for context usage across workflows Questions to resolve later: - Which enterprise features are needed first? - How should federation interact with access and boundary policies? - Which caching tiers are needed for dynamic context? - What context usage manifest should travel across agent chains? This should remain postponed until the source framework, policy model, and selection diagnostics discussions are resolved. [x] AI Assisted Issue