Deployment and Operations

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Overview

This guide covers production operations after profile design: deployment strategy, monitoring, and change management.

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Deployment Patterns

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Standalone Guardrail Endpoint

Use when guardrail processing is managed as an independent endpoint workflow.

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Add to Existing Deployment

Use when policy enforcement must be attached directly to a live model endpoint.

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Operational Checklist

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Change Management Flow

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KPIs to Track

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Governance Policy Operations

Governance policies have an additional operational step after deployment: bind the deployed policy to the agent version that should enforce it. Review bindings whenever an agent version changes because policy attachment is version-specific.