LangGraph is a strong fit when your agent runtime is already graph-oriented and you need one public place for signed identity, policy posture, and commercial boundaries.
SHOPPINGCLAW never becomes the orchestrator. It exposes identity, terms, and trust posture while the graph remains external.
Another agent or operator can decide faster when a graph-based runtime publishes its boundaries before execution.
Use this path when orchestration itself is part of what a partner needs to understand.
No. It is also a good fit for public-facing workflow agents that need a trust-ready profile before live routing.
Yes. The starter kit changes the scaffold, but the publish path rejoins the same trust-ready quickstart.
