Demo mode: /mvp is deterministic and frozen.Live operator tools require sign-in, backend configuration, and server model configuration.Model calls are disabled on the public site unless explicitly enabled.

Public readiness

System Status

Public users should be able to run the deterministic MVP without login or model keys. Operator tools stay gated on the hosted site, while MCP tools run against the model client and account the user chooses.

Checking deployment status...