The Databricks ecosystem, tracked daily.

Releases, news, community questions, videos, and trend signals from across the Databricks world — refreshed every morning, synthesized by AI. Independent and free.

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Today's signalTuesday · Jul 28

SDK updates introduce breaking changes to bundle deployments and asset ownership

See today's digest

What's landing right now

Open the full feed →

Community

Critical Genie Agents Issue – Catalog Rename Causes Tables and Joins Loss

databricks-community2h ago0 pts · 0 comments

News

Get Started with Genie One: Top AI Cowork Use Cases for Business Users

databricks-blog10h ago

Video

Virgin Atlantic + Databricks The Tech Behind In Flight Personalization

Databricks21h ago

Release

databricks/databricks-sdk-go — v0.164.0

databricks/databricks-sdk-go1d ago

Community

Advanced Learning Festival: 15 June - 06 July 2026 - Voucher not received

databricks-community3h ago0 pts · 0 comments

News

The EU Digital Product Passport: a traceability deadline

databricks-blog12h ago

Video

DABs: Let policies rule your cluster

databricks MVP Hubert Dudek1d ago

Release

databricks/databricks-sdk-java — v0.135.0

databricks/databricks-sdk-java1d ago

Community

Free Certification voucher

databricks-community3h ago0 pts · 0 comments

News

Building AI Literacy: Frameworks, Tools, and Practices

databricks-blog1d ago

Video

How Distillation Works? #claude #kimik3

Ease With Data2d ago

Release

databricks/databricks-sdk-java — v0.134.0

databricks/databricks-sdk-java5d ago

36 public sources3,800+ items trackedrefreshed dailyindependent — not affiliated with Databricks, Inc.

Built on top

Tools for reading the Databricks world.

The feed above is the raw signal. These turn it into different angles — live momentum, roadmap status, topic deep-dives, and narrative digests.

Pulse

Live bubble cloud of what the Databricks world is talking about. Bigger means more mentions; greener means more attention than last period.

GAUnity Catalog 3.0

PreviewLakebase

AnnouncedCyber Risk Genie

Roadmap

Every tracked Databricks feature, status-stamped — GA, public preview, announced, deprecated — with the source post linked for every claim.

Topics

~60 topic landing pages — Unity Catalog, Genie, Delta Lake, MLflow, MCP, and more. Each one synthesized from the recent archive.

Digest

A narrative pass across releases, news, videos, and community Q&A — themes dominating today, this week, and this month.

Newsletter

Past issues of the Tuesday digest. Read a few before you subscribe — every release that matters, one curated take per week.

Sources

The 36 public inputs we read — news, releases, videos, community Q&A — with live last-seen timestamps.

Query the archive

One archive. Two ways in.

Everything we track is searchable. Ask in plain English on the site, or pipe the same retrieval into your own LLM.

On-site assistant

Answers cite the archive — numbered, clickable sources across news, releases, videos, projects, and community Q&A. No general-web guesses.

Open the assistant

MCP server

Pipe it into your own LLM

The same retrieval surface in Claude Desktop, Cursor, or any MCP-aware client — five typed tools, one snippet to install.

claude_desktop_config.json

{
  "mcpServers": {
    "brickster": {
      "type": "http",
      "url": "https://brickster.ai/api/mcp"
    }
  }
}

Read the install guide