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How do I roll back failed agent data access tool calls in production?

Use your agent execution layer’s persisted workflow state to roll back failed data access calls. This lets you reverse tool calls, restore prior agent context, and avoid partial data changes. You can leverage built-in execution layer controls to validate rollback completeness before resuming work. Do not rely solely on client-side rollbacks, as they may not account for external system state changes.

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