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News from the Databricks ecosystem.

Posts from databricks.com, MLflow, and dbt Labs — three trusted sources covering the platform, the open-source projects around it, and the data tooling layer most teams pair with it. Summarized for scanning.

Showing 180 of 400

This week

69 articles
News

How Procore is powering construction analytics with OpenSharing

Databricks Blog9h ago
News

Voice Agents are here. Context turns them into real customer value.

Databricks Blog15h ago
News

How to put generative AI directly into a dbt pipeline with plain SQL

dbt Labs Blog1d ago
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Vital Skills: Upskilling Genie Code with Healthcare and Life Sciences skills

Databricks Blog1d ago
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How Sigma runs a 2,883-model semantic layer on dbt and Dagster

dbt Labs Blog1d ago
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ClickHouse + dbt: Building a GitOps workflow at Twilio

dbt Labs Blog1d ago
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How KOHO built a Claude-powered self-serve analytics tool on years of dbt governance

dbt Labs Blog1d ago
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Why an AI agent's revenue query was $3.5 million wrong, and how AWS fixed it with dbt Semantic Layer

dbt Labs Blog1d ago
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How DoorDash scaled merchant-facing analytics to thousands of users in weeks, on dbt and ThoughtSpot

dbt Labs Blog1d ago
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Why most of your dbt models aren't in a hurry, and what that's worth in Snowflake credits

dbt Labs Blog1d ago
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How Ecolab used an AI migration agent to shrink 84,000 lines of legacy SQL by 6x

dbt Labs Blog1d ago
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How Checkr cut an hours-long metrics investigation to minutes by engineering AI context on dbt and Omni

dbt Labs Blog1d ago
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How Guitar Center rebuilt its data platform on trust

dbt Labs Blog1d ago
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How Sweetwater catches broken dbt pipelines before anyone notices, with Datadog

dbt Labs Blog1d ago
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How LangChain grew self-serve analytics questions 40x by giving its AI agent layered context

dbt Labs Blog1d ago
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How a one-person data team at Keep built real-time banking infrastructure on dbt

dbt Labs Blog1d ago
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Ship AI agents like tables: dbt materializations for Snowflake CoWork

dbt Labs Blog1d ago
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From spot fixes to measured gains: improving document extraction accuracy with ai_extract and MLflow Prompt Registry

Databricks Blog1d ago
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Unlocking Investment Insights Without Migrating Your Data: Lakehouse Federation

Databricks Blog1d ago
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Charts worth stealing: the design calls BI should ship

dbt Labs Blog1d ago
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dbt Charts: a new open-source language for dashboards that live inside your dbt repo

dbt Labs Blog1d ago
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What a year of building ADBC drivers taught Columnar about zero-copy's non-zero problems

dbt Labs Blog1d ago
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Why a semantic layer is the difference between a 96% and an 80% accurate AI analyst

dbt Labs Blog1d ago
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With great context comes great autonomy

dbt Labs Blog1d ago
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dbt without the warehouse (or the bill): DuckDB end to end

dbt Labs Blog1d ago
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Apache Iceberg on Snowflake got a lot simpler in 2026, and dbt's new catalog config is what makes it click

dbt Labs Blog1d ago
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Why dbt Labs thinks AI agents will finally make the semantic layer stick

dbt Labs Blog1d ago
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How dbt Labs and Fivetran are moving dbt workloads onto the data lake, model by model

dbt Labs Blog1d ago
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Inside dbt v2: how a rebuilt SQL engine makes linting up to 250x faster

dbt Labs Blog1d ago
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What Open Data Infrastructure looks like with dbt Mesh

dbt Labs Blog1d ago
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How EF Education First built a cost and value layer for dbt models with a Snowflake Cortex Agent

dbt Labs Blog1d ago
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How KOHO built a Claude-powered self-serve analytics tool on years of dbt governance

dbt Labs Blog1d ago
News

BigQuery to Databricks: A Strategic Framework

Databricks Blog1d ago
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Unify your productivity and AI data with Lakeflow Connect

Databricks Blog2d ago
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How Data Culture measured its way from zero trust to a shippable AI analytics agent

dbt Labs Blog2d ago
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How Verily Health monitors wastewater for 30-plus pathogens with a 5-person team and 1 dbt package

dbt Labs Blog2d ago
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How Kramp cut analyst onboarding from days to minutes with a self-serve dbt Mesh factory

dbt Labs Blog2d ago
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How customer pressure pushed dbt past a cautious platform team at Delivery Hero

dbt Labs Blog2d ago
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What Okta learned governing context for AI agents at scale

dbt Labs Blog2d ago
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Beyond medallion architecture: the written rules that keep a growing dbt project consistent

dbt Labs Blog2d ago
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Inside dbt Wizard, the AI agent built to show its work

dbt Labs Blog2d ago
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dbt v2 lands: faster parsing, one shared adapter layer, and a docs experience that skips the giant manifest.json

dbt Labs Blog2d ago
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Optimizing your runs for lower compute, fresher data, and faster iteration with dbt State

dbt Labs Blog2d ago
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How to teach with Databricks Free Edition

Databricks Blog2d ago
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Building live intelligence: Databricks AI Search supports Streaming Tables, Materialized Views, and Managed tables using Iceberg

Databricks Blog2d ago
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Showing our work: a controlled experiment in context engineering

dbt Labs Blog2d ago
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How Virgin Media O2 cut compute costs 30% by giving dbt a memory

dbt Labs Blog2d ago
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From mainframe to AI-powered maturity: Verisk's data modernization journey

dbt Labs Blog2d ago
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How Ramp's internal AI agents crossed a million sessions

dbt Labs Blog2d ago
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How DocuSign cut analytics engineering time in half by pairing Claude Code with dbt v2, dbt MCP, and agent skills

dbt Labs Blog2d ago
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From prompt to PR: how Careem’s AI writes and validates dbt models before a human ever sees them

dbt Labs Blog2d ago
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The dbt governance framework that cut new project setup time 70%

dbt Labs Blog2d ago
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How Obie Insurance cut its month-end close from 25 hours to 2 with dbt State and a lake house rebuild

dbt Labs Blog2d ago
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How to solve dashboard debugging in six minutes with an MCP-connected AI agent

dbt Labs Blog2d ago
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How a data scientist at Kilo built the business context layer his AI agents were missing

dbt Labs Blog2d ago
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What a swarm of rogue AI agents can teach us about having better ideas

dbt Labs Blog2d ago
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How Mitratech cut new customer data onboarding from six weeks to three days with dbt

dbt Labs Blog2d ago
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How Figma turned dbt tests into consistency checkers that catch 100+ bugs a month

dbt Labs Blog2d ago
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A dbt "logic mesh" with packages: standard model and metrics across 25 autonomous organizations

dbt Labs Blog2d ago
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How Compare the Market cut report delivery from 6 weeks to under 1 by retiring most of its dashboards

dbt Labs Blog2d ago
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How WMCHealth cut a 72-minute dbt pipeline down to 5 minutes, with one environment variable

dbt Labs Blog2d ago
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How WebstaurantStore used Snowflake Cortex AI to automate dbt staging for 700+ sources in 90 days

dbt Labs Blog2d ago
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How Recruit Holdings, the company behind Indeed, taught its text-to-SQL agent to read a website's hidden context

dbt Labs Blog2d ago
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Meta:Context: a business context schema in dbt's semantic layer

dbt Labs Blog2d ago
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How PetScreening turned a dbt pipeline into a pet tag factory

dbt Labs Blog2d ago
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How AlphaSense turned a 3-to-5-week data rebuild into a few hours with dbt and Euno's AI context

dbt Labs Blog2d ago
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Shrink the surface: governed self-service for analyst-owned dbt pipelines

dbt Labs Blog2d ago
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When skills meet scale: an agent assembly line for dbt

dbt Labs Blog2d ago
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The media industry is becoming a prediction economy

Databricks Blog2d ago

Last week

18 articles
News

Built for Agents: The Case for Spark Declarative Pipelines

Databricks Blog5d ago
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Real-time energy trading and analytics on Databricks

Databricks Blog5d ago
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The new economics of AI cost management

Databricks Blog6d ago
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The Fraud Analyst AI Coworker: Detecting Telecom Fraud in Real-Time on One Platform

Databricks Blog6d ago
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The AI Bill is coming

Databricks Blog6d ago
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Databricks AI Runtime and NVIDIA make it easier to customize open models with enterprise data

Databricks Blog7d ago
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AI Runtime is Generally Available

Databricks Blog7d ago
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Deploy RFD4-Proteina on Databricks

Databricks Blog8d ago
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dbt Champions: What we learned from founding members

dbt Labs Blog8d ago
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MemCurrent: Designing Persistent Memory for Production Agents

Databricks Blog8d ago
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Introducing Agent Memory on Databricks

Databricks Blog8d ago
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How Hamlet uses Databricks Lakebase Postgres to test changes against production data

Databricks Blog8d ago
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dbt State now available free forever

dbt Labs Blog8d ago
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How HP Is Building an AI-Ready CDP with Databricks CustomerLake

Databricks Blog9d ago
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CustomerLake enters Beta: Leading enterprises going live with the Agentic CDP

Databricks Blog9d ago
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What makes a catalog open? Unity Catalog Advances the Open Lakehouse

Databricks Blog9d ago
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How to get the most out of running dbt on Databricks

Databricks Blog9d ago
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Databricks Is Doubling Down On New York City As A Premier AI Talent Hub

Databricks Blog9d ago

Week of Oct 12

22 articles
News

Transactions are Generally Available, advancing warehousing on the Lakehouse

Databricks Blog12d ago
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Closing the Binary Blind Spot: Domain-Knowledge Injection for LLM Malware Triage in npm Packages

Databricks Blog12d ago
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5 Simple Tips to Supercharge Your Claude SDK Experience with MLflow

MLflow Blog13d ago
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How our AI Research team uses AI Runtime

Databricks Blog13d ago
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Stripe Data Pipeline now syncs real-time Stripe data to Lakebase Postgres

Databricks Blog13d ago
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Reducing the noise: How Atlassian built an OCSF security lakehouse on Databricks

Databricks Blog13d ago
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Geospatial queries are up to 38X faster with Lakehouse//RT

Databricks Blog13d ago
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Sizing Lakebase Search: lessons from a real app and 4 million passages

Databricks Blog14d ago
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Unlock powerful insights and forecasts with Predictive AI Functions

Databricks Blog14d ago
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How FactSet cut model training and deployment from days to hours with Databricks AI Runtime

Databricks Blog14d ago
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Power real-time applications and agents with Document Intelligence

Databricks Blog14d ago
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Introducing Private Network Gateway

Databricks Blog14d ago
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Reducing Qwen training time by 6x on AI Runtime

Databricks Blog14d ago
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How to trace Claude agents via Native OpenTelemetry Export

MLflow Blog15d ago
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A practical guide to real-time analytics in 2026

Databricks Blog15d ago
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What's New in Lakeflow Designer - October 2026 Roundup

Databricks Blog15d ago
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Everyone's adopting AI agents. Almost no one can prove the ROI. Here's why

Databricks Blog15d ago
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Databricks is a Visionary the Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms

Databricks Blog15d ago
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What is HTAP? A plain-English guide to hybrid transactional/analytical processing

Databricks Blog15d ago
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OLTP vs. OLAP: Choosing Between Transactional and Analytical Databases

Databricks Blog15d ago
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Brickster Voices: Meet Clara Kurian

Databricks Blog16d ago
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How Flo Health built safer, more useful open models with Databricks AI Runtime

Databricks Blog16d ago

Week of Oct 5

21 articles
News

dbt now supports Amazon Redshift data sharing — and your pipelines just got a lot faster

dbt Labs Blog19d ago
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How California built its Behavioral Health Public County Profile on Databricks

Databricks Blog19d ago
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From post-training to production: How TinyFish runs its web-native model on Databricks AI Runtime

Databricks Blog19d ago
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Solving defense supply chain visibility through governed data sharing

Databricks Blog19d ago
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Announcing Workday Data Connect federation in Unity Catalog

Databricks Blog20d ago
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Introducing Funke: Native HL7v2 Parsing on Databricks

Databricks Blog20d ago
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Lakebase and Agentic SDLC: Branching Databases for Coding Agents

Databricks Blog20d ago
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Biomedical Imaging's Real Bottleneck Is the Data, Not the Model

Databricks Blog20d ago
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Load terabytes of data in minutes into Lakebase Postgres

Databricks Blog20d ago
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How to build governed enterprise apps on Databricks with Replit and Lakebase

Databricks Blog20d ago
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Set Budgets and Alerts for Cloud Data Warehouse Costs

Databricks Blog21d ago
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Now GA: Building permission-aware Databricks Apps with on-behalf-of-user authorization

Databricks Blog21d ago
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How to Repoint dbt ETL Pipelines to Databricks

Databricks Blog22d ago
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AI-powered analytics: Building data visualizations with natural language vs. SQL

Databricks Blog22d ago
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The lakehouse is a better data warehouse: 2026 benchmarks and proof

Databricks Blog22d ago
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Scaling and Operating a Large dbt Project on Databricks: IFCO's Data Team on Performance, Visibility, and Debugging

Databricks Blog22d ago
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Meta’s ads MCP server comes to Databricks: Put your customer intelligence to work in advertising campaigns

Databricks Blog22d ago
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NEAREST BY Join: Scaling Vector Search in Databricks Runtime

Databricks Blog23d ago
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With dbt State, stop rebuilding what didn't change

dbt Labs Blog23d ago
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Unlocking Data Portability: Preventing Catalog Lock-in with REGISTER and UNREGISTER APIs

Databricks Blog23d ago
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How Genie Ontology powers product development at Databricks

Databricks Blog23d ago

Week of Sep 28

18 articles
News

In Capital Markets, the Buy Side Runs on NAV. Finance Protects the Fee.

Databricks Blog26d ago
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How to choose your first Genie Agents for maximum impact

Databricks Blog26d ago
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Real-Time Retail Intelligence: Building E-Commerce Recommendations with Lakebase and AI Search on Databricks

Databricks Blog26d ago
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How Genie One reshapes work for finance teams

Databricks Blog27d ago
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Read Restrictions and Catalog Labels: Unifying governance across engines and catalogs

Databricks Blog27d ago
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Lakebase Postgres branch-based restores for fast recovery at scale

Databricks Blog27d ago
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Connecting customer context to measurable ROI with agentic marketing

Databricks Blog27d ago
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IP Functions are Generally Available, bringing high-performance network analytics to the Lakehouse

Databricks Blog28d ago
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Introducing ai_decide: make fast decisions on your governed data

Databricks Blog28d ago
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A practical guide to cost optimization with Lakebase Postgres

Databricks Blog28d ago
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How to scale agentic applications without creating AI sprawl

Databricks Blog28d ago
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Your data, your storage, your rules: a 2026 guide to storing Unity Catalog managed tables

Databricks Blog29d ago
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How Databricks rolls out frontier models to 12,000 employees on Day 1

Databricks Blog30d ago
News

How Databricks rolls out frontier models to 12,000 employees on Day 1

Databricks Blog30d ago
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Lakebase Search: State-of-the-art full text and vector search for Postgres

Databricks Blog30d ago
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Manufacturing data and AI: Connecting the product value chain

Databricks Blog30d ago
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How to roll out Genie One: A step-by-step enterprise playbook

Databricks Blog30d ago
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The 24 most commonly misunderstood marketing data terms

Databricks Blog31d ago

Week of Sep 21

12 articles
News

From Data to Dialogue: How S&P Global Energy Made Its Structured Data Estate Conversational with Databricks Genie Agents and MCP

Databricks Blog33d ago
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Can Jev replace your LLM judge? Part 2: Testing harder answers

MLflow Blog34d ago
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Running open-Jev in SQL on Databricks

Databricks Blog34d ago
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Deploy and manage coding agents at scale with the Unity Gateway CLI

Databricks Blog34d ago
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Context engineering is already possible in your warehouse. Here's how to get started.

dbt Labs Blog34d ago
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How I built agent-based security reviews on Databricks

Databricks Blog35d ago
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How Concurrence governs clinical AI at a trillion-token scale with Unity Gateway

Databricks Blog35d ago
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Top 5 System Table Queries for Understanding Your Databricks Costs

Databricks Blog36d ago
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The Genie One MCP is now Generally Available

Databricks Blog36d ago
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Genie One MCP: Give any AI Agent the Right Business Context

Databricks Blog36d ago
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Unity Catalog Pages: a governed home for your business knowledge in Genie Ontology

Databricks Blog36d ago
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Can Jev replace your LLM judge? Evaluating quality, cost, and latency

MLflow Blog37d ago

Week of Sep 14

18 articles
News

RADAR: Catch gray failures with anomaly detection

Databricks Blog40d ago
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Enabling secure, productive work on personal devices

Databricks Blog40d ago
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Database Branching: A Developer's Guide to Git-Style Workflows

Databricks Blog40d ago
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Database for AI Agents: 5 Evaluation Criteria

Databricks Blog41d ago
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The Web Search Your Agent Inherited Isn't Good Enough

Databricks Blog41d ago
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What is AIOps?

Databricks Blog41d ago
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Modernizing the Trade Lifecycle With Governed Data and AI

Databricks Blog41d ago
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"Regex for Rows": Simplifying Pattern Detection in SQL with MATCH_RECOGNIZE

Databricks Blog42d ago
News

Fivetran + dbt Labs Announces New Capabilities to Make Enterprise Data Agent-Ready at dbt Summit 2026

dbt Labs Blog42d ago
News

Everything we announced at dbt Summit and why it matters

dbt Labs Blog42d ago
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We built dbt State to stop rebuilding what hadn't changed

dbt Labs Blog42d ago
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Celebrating the 2026 dbt partner of the year winners

dbt Labs Blog43d ago
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Data Ontology defined: The context layer your AI agents are missing

Databricks Blog43d ago
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How energy teams turn theft detection into governed action with Genie and AI business processes

Databricks Blog43d ago
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What is AI analytics? Why it only works on governed data

Databricks Blog43d ago
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How Databricks’ marketers use data 3x more with Genie, an AI analytics assistant

Databricks Blog44d ago
News

Managed Postgres: What Lakebase Actually Takes Off Your Plate

Databricks Blog44d ago
News

Announcing On-Demand State Repartitioning for Apache Spark™ Structured Streaming on Databricks

Databricks Blog44d ago

Week of Sep 7

2 articles
News

Health Plans: Your BI Tells You MLR Moved. Can Your AI Tell You Why?

Databricks Blog47d ago
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Unify your marketing data with Lakeflow Connect

Databricks Blog47d ago
Weekly digest

The week that mattered across the Databricks world — one email, Tuesday mornings.

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