topic Event-driven architecture: limit the number of updates in MVP Articles https://community.databricks.com/t5/mvp-articles/event-driven-architecture-limit-the-number-of-updates/m-p/147179#M62 <P>One of the key challenges is limiting the number of updates—especially when there are many consecutive inserts (e.g., from Zerobus). <BR />The AT MOST EVERY option in Databricks pipeline objects helps batch frequent events into controlled updates, reducing unnecessary recomputation and cost. #databricks</P> <P><A href="https://databrickster.medium.com/databricks-news-2026-week-5-26-january-2026-to-1-february-2026-d05b274adafe" target="_blank">https://databrickster.medium.com/databricks-news-2026-week-5-26-january-2026-to-1-february-2026-d05b274adafe</A></P> <P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="atmost.png" style="width: 864px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/23691i9BB31A50AE84551C/image-size/large?v=v2&amp;px=999" role="button" title="atmost.png" alt="atmost.png" /></span></P> Fri, 06 Feb 2026 18:14:35 GMT Hubert-Dudek 2026-02-06T18:14:35Z Event-driven architecture: limit the number of updates https://community.databricks.com/t5/mvp-articles/event-driven-architecture-limit-the-number-of-updates/m-p/147179#M62 <P>One of the key challenges is limiting the number of updates—especially when there are many consecutive inserts (e.g., from Zerobus). <BR />The AT MOST EVERY option in Databricks pipeline objects helps batch frequent events into controlled updates, reducing unnecessary recomputation and cost. #databricks</P> <P><A href="https://databrickster.medium.com/databricks-news-2026-week-5-26-january-2026-to-1-february-2026-d05b274adafe" target="_blank">https://databrickster.medium.com/databricks-news-2026-week-5-26-january-2026-to-1-february-2026-d05b274adafe</A></P> <P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="atmost.png" style="width: 864px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/23691i9BB31A50AE84551C/image-size/large?v=v2&amp;px=999" role="button" title="atmost.png" alt="atmost.png" /></span></P> Fri, 06 Feb 2026 18:14:35 GMT https://community.databricks.com/t5/mvp-articles/event-driven-architecture-limit-the-number-of-updates/m-p/147179#M62 Hubert-Dudek 2026-02-06T18:14:35Z