Reliable ETL.
How to use Flowstepper to move data without dropping rows.
Moving data from Postgres to Snowflake via a third-party API is notoriously flaky. Wrap your extract and load steps in Flowstepper to get automatic exponential backoff and dead-letter queues out of the box.
| Aspect | Flowstepper Approach |
|---|---|
| Execution Model | Durable, pause-and-resume. |
| Configuration | Code-first (SDKs). |
Common Mistakes
A frequent anti-pattern is attempting to build this logic using in-memory queues (like Redis) which lose state during pod restarts. Always use a durable store for critical orchestrations.
FAQ
Is my data encrypted at rest?
Yes. All execution payloads are encrypted at rest using AES-256 GCM.