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Generate complete data exports using snapshots. Each snapshot captures a specific data point on a given date.
Keep consumers up to date by scheduling regular snapshots. This ensures that your data remains up to date and accurate.
Implement continuous data flows for a constant stream of updates. You can start consuming a feed from any available datetime.
Integrate snapshots with feeds for efficient data publishing and consumption between (micro)services.
For consumers only interested in the latest updates, a feed-only implementation can be used. This allows them to only receive the most recent changes without needing to care about historical data.