StreamFlows
Feature

Reliability Engine

Checkpoint bookmarks, automatic retries, and at-least-once delivery. Syncs recover from failures without manual intervention.

Key capabilities

Automatic retry

Transient failures trigger automatic retries with exponential backoff. Connection drops and rate limits are handled transparently.

Resumable syncs

Stream-level bookmarks mean a failed sync resumes from the last successful batch, not from the beginning.

At-least-once delivery

Every row extracted from the source is guaranteed to reach the destination. The system favors completeness over skipping data.

Deduplication

Deduplication keys prevent duplicate scheduled runs. Atomic claim transactions ensure no run is executed twice.

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