Lenin Mishra
12/14/2025, 3:14 PMkapa.ai
12/14/2025, 3:14 PMlastmodified parameter but don’t return it in the data, you can store that value in state and use overlapping time slices (lookback window) to reduce risk of missed changes. [[Forum 344 answer](https://discuss.airbyte.io/t/344)] However, this still relies on the API supporting a time filter; if the products endpoint doesn’t allow any such filter, this approach won’t work either. The Connector Builder’s built‑in “No filter” incremental mode only works if the API returns a cursor field (e.g., created/updated datetime) and the feed is strictly ordered (newest → oldest). Without any datetime field in the records, you also can’t use this. [[No filter incremental](https://docs.airbyte.com/platform/connector-development/connector-builder-ui/incremental-sync#incremental-sync-without-time-filtering)] So, based on the docs and forum guidance: - If the products endpoint truly has no datetime/cursor field in the returned records and no way to filter by time, you should use Full Refresh (optionally with stream slices), not incremental.