This post introduces AutoCDC in Lakeflow Spark Declarative Pipelines as a declarative alternative to hand-coded Change Data Capture and Slowly Changing Dimension pipelines.

Platform

Databricks

71 min read

Security•2026-03-24

Databricks Announces Lakewatch: New Open, Agentic SIEM

Databricks announces Lakewatch, an open, agentic SIEM built on lakehouse architecture to counter AI-driven cyberattacks at machine scale.

Agentic AI Security: New Risks and Controls in the Databricks AI Security Framework (DASF v3.0)

Databricks releases DASF v3.0, extending its AI Security Framework with 35 new risks and 6 controls specifically targeting agentic AI systems.

Data Engineering•2026-03-18

What’s New in Azure Databricks at FabCon 2026: Lakebase, Lakeflow, and Genie

This post covers new Azure Databricks capabilities announced at FabCon 2026, including Lakebase, Lakeflow Connect Free Tier, and Genie enhancements.

Data Engineering•2026-03-16

How Delta Sharing Supports ABAC Sharing for Providers and Recipients

Delta Sharing now supports Attribute-Based Access Control (ABAC), allowing providers to share governed tables directly without creating separate copies per recipient.

Data Engineering•2026-03-16

Develop and deploy Serverless JARs

Databricks introduces Serverless JARs, enabling teams to run Scala and Java Spark jobs on fully managed serverless compute with instant startup and no cluster management.

Ship quality enterprise AI agents to business users with Agent Bricks and Databricks Apps

This post walks through shipping enterprise-grade AI agents to business users using the Databricks Platform.

Data Engineering•2026-03-13

Serverless Workspaces in Azure Databricks is now Generally Available

Azure Databricks Serverless Workspaces are now generally available on Azure, enabling teams to create fully managed workspaces without any infrastructure setup.

Data Engineering•2026-03-12

The Evolution of Data Engineering: How Serverless Compute is Transforming Notebooks, Lakeflow Jobs, and Spark Declarative Pipelines

This article covers how Databricks serverless compute is transforming data engineering by removing infrastructure management burdens across Notebooks, Lakeflow Jobs, and Spark Declarative Pipelines.

Data Engineering•2026-03-12

10 Data Warehouse Migration Myths Blocking AI-readiness (and Your Blueprint for Seamless Modernization)

This post addresses 10 common myths about data warehouse migration and presents Databricks' structured framework for AI-ready modernization.

Mitigating The Risk of Prompt Injection for AI Agents on Databricks

This post explains how to mitigate prompt injection risks for AI agents on Databricks using the Agents Rule of Two framework.

Introducing Genie Code

Databricks introduces Genie Code, an AI agent built specifically for data teams to autonomously handle complex data workflows end-to-end.

Databricks acquires Quotient AI to power AI agent evaluations

Databricks announces the acquisition of Quotient AI, a platform specializing in evaluation and reinforcement learning for AI agents in production environments.

Beyond Provisioning: The Developer’s Guide to Databricks Lakebase Autoscaling

This post introduces Databricks Lakebase Autoscaling as a solution to the classic database provisioning paradox of over- vs.

Bringing Visualizations to Life in Multi‑Agent Systems With Vega‑Lite

This post explains how to integrate Vega-Lite visualizations into multi-agent systems using Databricks' Supervisor Agent and Unity Catalog Functions.

Introducing Kasal

Kasal is a UI-first agentic AI platform built on CrewAI and Databricks that enables users of all skill levels to design, run, and observe multi-agent workflows visually.

Data Engineering•2026-03-09

The Professional Impact of Becoming Databricks Certified

This post explores the professional impact of earning Databricks Certifications for data and AI practitioners.

Platform

Databricks

91 min read

Data Engineering•2026-03-04

Unified data discovery with business context in Unity Catalog

Databricks introduces a new Discover experience in Beta within Unity Catalog to unify data discovery across all data and AI assets.

Data Engineering•2026-03-03

Azure Databricks Lakebase is Generally Available

Azure Databricks Lakebase is now generally available as a managed, serverless Postgres database optimized for the Databricks Platform on Azure.

Tutorial: How to ship AI/BI Dashboard changes safely at scale with Databricks Asset Bundles

This tutorial demonstrates how to manage Databricks AI/BI dashboards safely using Databricks Asset Bundles (DABs), Git, and CI/CD workflows.

Platform

Product