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

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