The business case · Human approval
LangGraph and LangChain human-in-the-loop, by the risk it changes
Middleware that checks each tool call against a policy and, when intervention is needed, interrupts execution until a person responds. Written as an answer, the agent changes things with a person approving each change, for the tools configured.
Open source: MIT · LangChain (company-maintained) · get involved
The deployment: The model's typical deployment, with the answers this project addresses stated as they are without it: it changes things on its own.
The model: the RiskGraph Explorer's 49 facts, 49 risks and 10 roles, copied into this site with its provenance; the register below is computed, not written. How.