Databricksters

Observability for Any Agent, Anywhere: Production-Ready Tracing with MLflow & OpenTelemetry on Databricks

MLflow OpenTelemetry traces in Unity Catalog create a continuous improvement flywheel for AI agents through analytics, evals, and monitoring.

Feb 20 • Anoop Sunke, Firas Farah, and Bruno Faria

6

1

Genie Integration with Google Chat

Talk to your data from Google Chat - powered by Databricks Genie!

Feb 10 • Ambarish and Bo Cheng

4

Migrating Existing Dashboards to Databricks AI/BI, Part 1: Context and Cascading Filters

How to implement context filters and “only relevant values” behavior in Databricks AI/BI Dashboards

Feb 3 • Artem Chebotko

4

January 2026

Liquid Clustering at Scale: Overcoming Challenges and Unlocking Performance

This piece shares the story behind migrating to Liquid Clustering: the architectural pain points that forced the decision, the challenges along the way…

Jan 27 • Geethu

12

1

Building Useful AI Agents with Agent Bricks

From docs to dependable answers: building a Databricks Knowledge Assistant with Agent Bricks

Jan 20 • Canadian Data Guy and Veena

9

11:30

December 2025

Databricks Zerobus Ingest — The Best Bus Is No Bus

You don't need a sledgehammer to hang a picture

Dec 30, 2025 • Yashodhan

10

Bulking Up: High-Performance Batch Salesforce Writes with PySpark

An example of reverse-ETL to Salesforce with parent/child object upserts.

Dec 16, 2025 • Neil Wilson

4

Cheese and Rice, that's config.json Bourne

Deploying Fine Tuned Models to Provisioned Throughput Endpoints

Dec 9, 2025 • Austin

4

Your Storage Bill Is Too High. Here Are 3 Levels of VACUUM to Fix It

Have a look under the covers about Vacuum & Vacuum Lite & Vacuum Using Inventory

Dec 2, 2025 • Canadian Data Guy

5

3

1:45

November 2025

Trace your steps back to Slack

Create a slackbot to to review MLflow traces for your agent.

Nov 25, 2025 • Veena

2

Your Low-Code Shortcut to Production-Grade Agent on Databricks

Watch now (16 mins) | Follow our end-to-end journey building a knowledge assistant with AgentBricks and establishing a continuous evaluation loop with…

Nov 18, 2025 • Canadian Data Guy and Veena

3

16:25

The Goldilocks Approach: Hierarchical Classification with AI_QUERY in Databricks

Leverage Databricks `AI_QUERY` to tackle complex, context-dependent hierarchical classification problems that traditional ML and simple LLM prompts…

Nov 11, 2025 • Mandy Baker

7