Local-first operator tool guesser

OPERATOR ACCESS

Sign in to Guesser

Open the workspace for queue control, linked accounts, saved sources, and export-ready validation runs.

Authentication is handled by the backend with a server-managed cookie session. This frontend only renders the current state and forwards your session when it requests backend data.

Google OAuth starts here, then returns to the operator shell once the backend session is established.

Sign in with Google

Queue new jobs, reuse saved sources, link Sheets accounts, and review shared admin controls with the permissions granted by the backend session.