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LakeFlowChangelog · October 2026

Lakeflow Connect added managed connectors for productivity, AI and NetSuite sources, and Designer got new operators

Lakeflow Connect saw the most activity in October 2026. Databricks announced native, fully managed connectors for Atlassian (Jira, Confluence), Microsoft SharePoint, Google Workspace, GitHub and AI providers such as OpenAI and Anthropic, with both structured and unstructured data landing in Unity Catalog [4]. The NetSuite connector reached general availability [2], the LinkedIn Ads connector entered beta [3], and SharePoint Lists ingestion also entered beta [32]. A community thread asked about Sybase connectors [33]. Databricks and SAP also said that Lakeflow, along with Genie, Unity Gateway and Lakebase, would come to SAP Databricks, integrated with SAP Business Data Cloud [1].

Lakeflow Designer received a roundup of new operators for data cleaning, deduplication, quality checks and flexible joins, plus canvas support for materialized views, table merges and live cursor presence. Planned additions included Databricks Apps integration, full-output data profiling and native migration tooling [26]. Community posts and a demo video covered the no-code SQL pipeline experience [10][11][23].

On orchestration, Lakeflow Jobs gained multiple triggers per job in beta [29][30], and running jobs and pipelines as a group was discussed, including whether it served governance or sidestepped service principal controls [31][17]. Other posts covered task value loops [18][36], streaming state repartitioning [24], and guidance on running dbt with Lakeflow Jobs [16][34]. A release of the Databricks Terraform provider, v1.137.0, extended its resource exporter to Lakeflow pipeline settings [35].

Practitioners raised several problems. One reported possible missing records in SQL Server ingestion with GUID primary keys [21]. Another noted that the integrated CDC pipeline for SQL Server offered no way to include or exclude columns [28]. Others asked about the cost of integrated CDC pipelines [9], compared CDC approaches [8], and found that the Pipelines Editor's "Run selected code" ignored the default catalog and schema that "Run file" used [6].

Everything cited

  1. [1]Databricks and SAP unleash end-to-end data & AI capabilities to level up enterprise AI transformation news · 2026-10-30
  2. [2]Lakeflow Connect | NetSuite Connector (GA) community · 2026-10-27
  3. [3]Lakeflow Connect | LinkedIn Ads Connector (Beta) community · 2026-10-26
  4. [4]Unify your productivity and AI data with Lakeflow Connect news · 2026-10-26
  5. [5]Lakebase Search: Build AI Retrieval for Agents with Lakebase Postgres video · 2026-10-26
  6. [6]Pipelines Editor - "Run selected code" ignores the pipeline's default catalog/schema, but "Run file" uses them community · 2026-10-25
  7. [7]Beyond the Dashboard: Why AI Data Assistants Fail Without Unity Catalog Governance community · 2026-10-25
  8. [8]How do you handle CDC from legacy databases into Databricks: Lakeflow Connect, Debezium, or custom Spark jobs? community · 2026-10-23
  9. [9]Costing of Lakeflow Connect Integrated CDC Pipeline community · 2026-10-23
  10. [10]Building Reliable Data Pipelines with Lakeflow on Databricks | Lakeflow Demo video · 2026-10-22
  11. [11]Introducing Lakeflow Designer: No‑Code SQL Pipelines in Databricks community · 2026-10-21
  12. [12]Would you trust a pipeline migration that skips reprocessing but keeps the streaming checkpoint? community · 2026-10-21
  13. [13]Tutorial: Genie for Data Engineers, Data Scientists, and Everybody Else video · 2026-10-20
  14. [14]Databricks World. I think they forgot the Pirates of Renaming community · 2026-10-20
  15. [15]What’s new in Databricks - September 2026? community · 2026-10-20
  16. [16]How to get the most out of running dbt on Databricks news · 2026-10-19
  17. [17]Run Lakeflow pipelines as a group: governance win or a way around SP gatekeeping? community · 2026-10-19
  18. [18]Databricks Breaking News: Lakeflow Jobs, DABs, Apps, AI, Private Network Gateway video · 2026-10-18
  19. [19]Anyone tried Declarative Pipelines for metadata driven pipelines? community · 2026-10-18
  20. [20]Databricks in a SaaS product, and the realtime mode community · 2026-10-18
  21. [21]Possible bug in Lakeflow Connect SQL Server ingestion with GUID primary keys – Missing records community · 2026-10-16
  22. [22]trim_array: remove elements from an array community · 2026-10-15
  23. [23]The New Databricks Lakeflow Designer Is a Game Changer! community · 2026-10-15
  24. [24]Resize streaming partitions community · 2026-10-14
  25. [25]DABs in the Wild community · 2026-10-13
  26. [26]What's New in Lakeflow Designer - October 2026 Roundup news · 2026-10-13
  27. [27]Nanosecond timestamps community · 2026-10-12
  28. [28]Lakeflow Connect SQL Server (integrated CDC pipeline): no way to Include/exclude columns community · 2026-10-12
  29. [29]Use multiple triggers for Lakeflow Jobs community · 2026-10-10
  30. [30]Multiple triggers on one Lakeflow job (beta): finally killing the duplicate “month-end close” job community · 2026-10-10
  31. [31]Run jobs and pipelines as a group community · 2026-10-08
  32. [32]SharePoint Lists ingestion is now in Beta in Lakeflow Connect community · 2026-10-08
  33. [33]Sybase connectors community · 2026-10-07
  34. [34]How to Repoint dbt ETL Pipelines to Databricks news · 2026-10-06
  35. [35]v1.137.0 release · 2026-10-06
  36. [36]databricks TaskValue and Lakeflow - orchestrate using Python lists and arrays video · 2026-10-01

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