Learn to build a full-stack AI application directly inside your Databricks environment without data duplication or external tools. This tutorial shows how to create a knowledge-testing app using Lakebase, Databricks Apps, and AI-assisted development in your IDE, all within a
@databricks
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Edmunds Mind: AI-native multi-agent ecosystem delivers 95% analytic accuracy
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Edmunds Mind is an AI-native, multi-agent ecosystem built on Databricks. By unifying data and automating expert workflows, @edmunds has moved from static dashboards to real-time, intelligent automation. See how specialized agents like DataDave now deliver 95% analytic accuracy,
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MLflow GenAI Evaluation Token-Based Pricing Reduces Costs
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As AI agents move from prototype to production, success depends on accuracy — and accuracy depends on whether the agent understands your domain. Evaluation is critical. That’s why we recently introduced token-based pricing for MLflow GenAI evaluation, reducing evaluation costs
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Apache Spark and Ray accelerate 1400 forecasting models training
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Using Apache Spark™ for large-scale data prep and Ray for task parallelism, teams trained and tuned 1,400+ forecasting models in under 30 minutes instead of nearly three hours — hitting ~95% CPU utilization. See the full benchmark and workflow: https://
databricks.com/blog/superchar
ging-ai-model-building-data-and-task-parallelism-ray-and-databricks?utm_source=twitter&utm_medium=organic-social
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Databricks CEO: AI Agents for Task Automation, Not Superintelligence
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Databricks CEO @alighodsi shared that while the industry is fixated on superintelligence, building systems to outsmart the world's brightest minds isn't what companies actually need. Organizations want to build AI agents to support and automate everyday tasks – and we already
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Scaling Production-Ready AI Agents with Enhanced Governance
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Most teams can prototype an agent, but scaling one you can trust is the real challenge. The latest Agent Bricks updates focus on the pillars that make production possible: accuracy, governance, and openness. New capabilities now allow teams to: • Evaluate agent behavior with
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Databricks AWS automate workspace deployment with built-in security
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Databricks and @awscloud are working together to simplify infrastructure setup for customers.
— Databricks (@databricks) 24 novembre 2025
Automated configuration for classic workspace deployment is the first step. Teams can now create a fully configured environment in minutes, with built-in approvals, least-privilege… pic.twitter.com/lNvAF046vWDatabricks and @awscloud are working together to simplify infrastructure setup for customers. Automated configuration for classic workspace deployment is the first step. Teams can now create a fully configured environment in minutes, with built-in approvals, least-privilege
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Lakebase: Managed Postgres for Data Apps and Agents
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Get to know Lakebase, a fully managed Postgres for data apps and agents.
— Databricks (@databricks) 23 novembre 2025
Take the product tour to see how Lakebase delivers a transactional database integrated into the Lakehouse and a fully managed, serverless Postgres experience:https://t.co/BoZfz56qh0 pic.twitter.com/4lXtgfPDulGet to know Lakebase, a fully managed Postgres for data apps and agents. Take the product tour to see how Lakebase delivers a transactional database integrated into the Lakehouse and a fully managed, serverless Postgres experience: https://
databricks.com/resources/demo
s/tours/appdev/databricks-lakebase?itm_data=demo_center?utm_source=twitter&utm_medium=organic-social
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Zerobus Ingest: Managed Real-Time IoT Data Streaming
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Build secure, real-time pipelines for IoT, clickstream, and telemetry data without managing external infrastructure.
— Databricks (@databricks) 22 novembre 2025
Now in Public Preview: Zerobus Ingest — a managed service that streams event data directly into your lakehouse, no message bus required.
– Simplified ingestion
-… pic.twitter.com/zR0JdmQH6ABuild secure, real-time pipelines for IoT, clickstream, and telemetry data without managing external infrastructure. Now in Public Preview: Zerobus Ingest — a managed service that streams event data directly into your lakehouse, no message bus required.
– Simplified ingestion
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Databricks Agents Integration with Microsoft Ecosystem and Azure
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Learn more about this week's news Agent Bricks + Agent 365: https://
databricks.com/blog/bring-dat
a-intelligence-microsoft-ecosystem-agent-bricks-agent-365
… Azure Databricks for Azure Government: https://
databricks.com/blog/databrick
s-partners-microsoft-bring-our-data-intelligence-platform-azure-government
… AI/BI Genie with Copilot Studio + Microsoft Foundry: https://
techcommunity.microsoft.com/blog/analytics
onazure/azure-databricks-genie-integration-with-copilot-studio-and-microsoft-foundry-is-/4471087
… SAP Databricks on Azure: https://
ignite.microsoft.com/en-US/sessions
/BRK136?source=sessions
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