How does Catalyst's verifiable execution help with reconciling external side effects after a workflow failure?

Catalyst's verifiable execution provides a tamper-evident audit trail of workflow steps, including side-effect outcomes. This helps you identify which external calls succeeded or failed before a crash, enabling reconciliation logic to correct duplicates or missed effects. However, it does not automatically roll back side effects; you must implement compensating actions in your application.