A multi-step AI workflow calls extraction, a business rules service, and summarization. One step fails transiently. What is the best orchestration design?

1. Use explicit step states with bounded retries for retryable errors and defined terminal failure handling.
2. Restart every completed side effect unconditionally after any failure.
3. Retry authorization failures forever with unchanged credentials.
4. Keep all workflow state only in a browser variable.