Why start here?
Systems change constantly. The real risk does not start with the change itself, but with the fact that nobody truly knows whether it is safe.
jhf-beam is the layer for change safety and verification. Not as a tool. Not as a service. It is the part that turns assumptions into defensible decisions before updates, deployments, or upgrades go live.