Context Kubernetes: Kubernetes-Style Declarative Orchestration for Enterprise Agent Knowledge

arXiv·high signal

Mouzouni introduces Context Kubernetes, an architecture that treats delivering the right knowledge to the right agent with the right permissions as structurally analogous to container orchestration. The system formalizes six core abstractions and a YAML-based declarative manifest for enterprise knowledge delivery, validated across eight experiments. For builders running multi-agent systems in enterprise settings, this is the first formalization of the context-routing problem that goes beyond naive RAG.