The Autonomous Workflow Recovery Builder

 Build an Autonomous Workflow Recovery Builder that helps teams design workflows capable of recovering from failures without repeating unsafe actions. Let users model workflow steps, external services, data dependencies, retry policies, timeouts, approval gates, and compensation actions. Simulate failures at different execution stages, including partial completion, duplicate requests, expired credentials, and unavailable services. Recommend recovery strategies such as idempotent retries, resumable checkpoints, manual intervention, or compensating transactions. Generate workflow diagrams, test scenarios, and implementation templates. Never assume an operation is safe to retry unless its behavior is known, and require explicit approval before executing consequential recovery actions.