An orchestration system schedules a streaming job, but an engineer assumes the orchestrator itself transforms every incoming event. Which approach best fits?

1. Introduce durable checkpoints and atomic completion tracking.
2. Use a supported event-triggered workflow with idempotent handling.
3. Keep orchestration separate from the streaming processing runtime.
4. Honor retry guidance with bounded backoff and resumable processing.