Databricks Community

If you use ChatGPT Work, Claude Cowork or Cursor Projects, much of Omnigent will look familiar.All of these products now organize work around projects, files and persistent context. They can run tasks for longer periods, connect to external tools and...

A rising AI bill can have several explanations. More work is being completed. Documents are getting longer. Failed requests are being repeated. Or a model chosen during a proof of concept has become the default for every task.Each explanation calls f...

Lakebridge can assess an Alteryx estate, but the current support matrix does not list Alteryx for automated conversion or direct reconciliation. A safe migration therefore combines Lakebridge assessment with deliberate redesign, native Databricks eng...

ABAC in Unity Catalog already gave teams a better way to apply row filters and column masks at scale. Instead of rebuilding the same access logic table by table, teams can classify data with governed tags and let policies apply automatically across a...

The new Databricks Certified Context Engineer Associate beta exam is not a typical certification exam.I took it during Data + AI Summit 2026, and my first reaction was simple: this is a serious exam.I have completed seven Databricks certifications so...