Dynamic Context Engineering

Dynamic Context Engineering is not generic context engineering. Generic context engineering treats context as a build-time artefact attached to a prompt or session. Dynamic Context Engineering treats context as a per-decision artefact assembled at runtime. It is not naive RAG. Naive RAG retrieves a fixed top-K against a query embedding. Dynamic Context Engineering composes context from authored policies, routine state, agent memory, vector retrieval, tool outputs, and session variables, ranked against the decision at hand. It is not a session-level context window. Session windows are passive containers. Dynamic Context Engineering is an active composition layer.

It is the substrate that lets the Universal Router select the right model with the right inputs at every decision.