An AI cannot deploy from a single call
Inspect the content schema and Agent Bridge together. A mutating agent call should return a preview and single-use confirmation token, never deploy from the first request.
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Every mutating MCP Agent Bridge call uses a two-step handshake: preview plus a single-use token, followed by a destructive-confirm call carrying the same payload fingerprint. Replay is blocked and agent actions enter a secret-scrubbed audit trail; AIOrchestrator is a separate optional provider-calling capability.
Alternative fit: If a couple of stable fields are the whole job, one hand-built Filament resource is lighter. This pays off once the content structure keeps growing and machines start touching it.