A production run should bind a graph topology, node code, prompts, schemas, models, policies, and resource versions. Without that bundle, rollbacks and comparisons are ambiguous.

Deploy Graphs as Versioned Executable Artifacts

Nodes, edges, capabilities, and weights may appear, disappear, or expire while an agent runs. Algorithms must define snapshot, streaming, or incremental semantics to avoid mixing incompatible graph states.

Dynamic Graphs Change During Execution

In this situation—comparing failures before and after a router change—which choice best applies “Deploy Graphs as Versioned Executable Artifacts”?

Each node can be tested against its input schema, output invariants, allowed side effects, latency, and known edge cases. Local tests complement end-to-end evaluation by identifying the failing boundary.

Node Contract Tests Localize Failures

A system that changes prompts, tools, topology, or policies is modifying its own executable design. Proposed changes require sandboxed evaluation, invariants, approval, versioning, and rollback.

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