A workflow performs several external business operations and fails halfway through. Which architecture should be evaluated where the business supports it?

1. Discard all operation identifiers
2. Explicit progress state and defined compensating actions or recovery procedures
3. Assume a language-model response rolls back every external system
4. Repeat every earlier mutation blindly