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AbhaySingh
Databricks Employee
Databricks Employee
since ‎10-15-2025
4 hours ago

User Stats

  • 45 Posts
  • 6 Solutions
  • 3 Kudos given
  • 31 Kudos received

User Activity

The Agile Path to Autonomous Agents

yesterday
I read about a team demo about their shiny new "autonomous AI agent” leadership. It queried databases, generated reports, sent Slack notifications—all hands-free. Impressive stuff. Two weeks later? $12K in API costs, staging data accidentally pushed ...

Unity Catalog Lineage: Lineage That Just Works

3 weeks ago
I've been working with Unity Catalog's lineage capabilities for a while now, and I have to say—this is what lineage should have always been. Not a separate tool to configure. Not a manual process to maintain. Just automatic, real-time visibility into...

Semantic Bridge to Unity Catalog

a month ago
How Ontos bridges the gap between technical metadata and business meaning Here's a scenario that might sound familiar. You've got Unity Catalog humming along—tables are registered, lineage is tracked, access controls are in place. Technically, every...

Your Coworkers Don't Get Databricks? Here's How to Fix That.

12-02-2025
We've all been there. You're excited about the lakehouse, you see the value clear as day, and then you try explaining it to a coworker and their eyes glaze over. Slides don't cut it. Documentation links get ignored. What actually works? Showing them...

Distributed ML on Databricks Serverless

11-30-2025
You can now run distributed ML (Spark MLlib in Python, Optuna tuning, MLflow Spark, Joblib Spark) on serverless notebooks/jobs and on standard clusters, not just dedicated ML clusters.It reuses the same Unity Catalog + Lakeguard stack you already use...
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