A fleet of services and scheduled jobs that keep each other honest. Each one reports its state; a supervisor notices silence; a dead-man switch rings when the supervisor itself goes quiet.
Every session begins with one call that checks servers, services, the model, the database and the vector store. Numbers are read live, never remembered.
Backup integrity and the ability to restore rank directly after data integrity. A backup nobody can restore is a hope.
Heartbeats and a dead-man switch: a stopped watcher is itself an event.
Every production change starts with a copy and a one-line rollback.
Services have a single purpose and a written header: version, date, author, location, purpose.
Local models answer first. An answer bought from an outside model is stored, so it is never paid for twice.
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