Databricks feature history: renamed, deprecated, and new

Every Databricks product and feature, tracked from launch through rename, preview, GA, and retirement - sourced, dated, and linked. 260 entries.

AI / ML

Agent Bricks CLIactive
Agent Bricks: Multi-Agent Supervisorrenamed
Agent Bricksactive
Agent inference tablesdeprecated
Agent Runtimeactive
AI Functionsactive
AI Gatewayrenamed
AI Playgroundactive
AI Search MCP serveractive
AutoMLactive
Classificationactive
Custom Agentslegacy
Custom LLMlegacy
CustomerLakeactive
Databricks AI Searchactive
Databricks Assistantrenamed
Databricks Document Intelligenceactive
Databricks managed MCP serversactive
Databricks Online Feature Storesactive
Databricks Online Tablesretired
Databricks SQL MCP serveractive
Databricks Vector Searchrenamed
DBRXretired
Declarative Feature Engineeringactive
External modelsactive
Feature Engineering in Unity Catalogactive
Feature & Function Servingrenamed
Feature Servingactive
Foundation Model APIsactive
Foundation Model Fine-tuningretired
Foundation Model Trainingrenamed
Genie Code CLIactive
Genie Codeactive
HorovodRunnerdeprecated
Hyperoptdeprecated
Information Extractionactive
Knowledge Assistantlegacy
Legacy MLflow Model Servingretired
Managed agent memoryactive
Managed agent sessionsactive
Managed MLflowactive
MLeap ML Model Exportretired
MLflow AI Gatewayrenamed
MLflow Tracingactive
Model servicesactive
Model Servingactive
Models in Unity Catalogactive
Mosaic AI Agent Frameworkrenamed
Mosaic AI Model Trainingrenamed
Mosaic AI Vector Searchrenamed
Omnigentactive
Partner-powered AI featuresdeprecated
Serverless Real-Time Inferencerenamed
Supervisor Agentlegacy
Supervisor APIretired
Unity AI Gatewayrenamed
Unity Catalog functions MCP serveractive
Unity Gatewayactive
Workspace Feature Storedeprecated
Workspace Model Registrylegacy

AI / BI

Developer experience

Agentic code converteractive
bamboolibdeprecated
Custom URLactive
Databricks Appsactive
Databricks Asset Bundlesrenamed
Databricks CLI (v0.205+)active
Databricks Community Editionretired
Databricks Connect (13.3 LTS+)active
Databricks Connector for Google Sheetsactive
Databricks Excel Add-inactive
Databricks extension for Visual Studio Coderenamed
Databricks Free Editionactive
Databricks-hosted RStudio Serverdeprecated
Databricks IDE extensionactive
Databricks JDBC Driveractive
Databricks-managed passwordsretired
Databricks ODBC Driveractive
Databricks Projectsrenamed
Databricks Reposrenamed
Databricks SDK for Goactive
Databricks SDK for Pythonactive
Databricks Terraform provideractive
dbxdeprecated
Declarative Automation Bundlesactive
Genie App Builderactive
Git Folder Serverlessactive
Git foldersactive
Init scripts on DBFSretired
Jobs API 2.2active
Lakebridge Agentic Converterrenamed
Lakehouse Appsrenamed
Lakehouse Replayactive
Legacy Databricks CLIlegacy
Legacy Databricks Connectdeprecated
Legacy Git integrationretired
Library utility (dbutils.library)deprecated
OAuth token federationactive
Personal access tokens (PATs)legacy
Simba JDBC Driver (Legacy)legacy
Simba Spark ODBC Driverrenamed
Spacesactive
SparkRdeprecated
SSH tunnelactive

BI / Dashboards

Data governance

AI-generated commentsactive
Anomaly detectionactive
Attribute-based access control (ABAC)active
Billable usage log deliverylegacy
Bring Your Own Lineagerenamed
Budget policiesrenamed
Budgetsactive
Catalog Exploreractive
Compliance security profileactive
Compute policiesactive
Credential passthroughdeprecated
Data Classificationactive
Data Explorerrenamed
Data profilingactive
Databricks Clean Roomsactive
Databricks Marketplaceactive
DBFS mountsdeprecated
Delta Sharingrenamed
Disable legacy featuresactive
Discoveractive
Enhanced Security and Complianceactive
Enhanced security monitoringactive
External lineageactive
External secrets in Unity Catalogactive
Governance Hubactive
Governed tagsactive
Hive metastore table access controldeprecated
Hive metastorelegacy
Identity attributesactive
Lakehouse Federationactive
Lakehouse Monitoringrenamed
Lakewatchactive
Lineage in Unity Catalogactive
Metric viewsactive
Mission Criticalactive
OpenSharingactive
Pagesactive
Register Lakebase in Unity Catalogactive
Role-based access control (RBAC)active
Secrets in Unity Catalogactive
SecureConnectactive
Serverless budget policiesrenamed
Serverless usage policiesactive
System tablesactive
Tag automationsactive
Tag policiesrenamed
Unity Catalog Skillsrenamed
Unity Catalog Volumesactive
Unity Catalogactive
Unity Gateway Skillsactive

Compute / BI

AI Runtime (GPU serverless)active
All-purpose computeactive
Automated Clustersrenamed
Compute metricsactive
Customer-managed VPCactive
Databricks Cloudrenamed
Databricks Data + AI Platformactive
Databricks Data Intelligence Platformrenamed
Databricks Lakehouse Platformrenamed
Databricks Lightretired
Databricks Runtime for Machine Learningactive
Databricks Sandboxactive
Databricks SQLactive
Databricks Unified Analytics Platformrenamed
Databricks Unified Data Analytics Platformrenamed
Databricksrenamed
Default Warehouseactive
Delta cacherenamed
Disk cacheactive
Ganglia metricsdeprecated
High Concurrency clusterslegacy
Instance poolsactive
Interactive Clustersrenamed
Job computeactive
Lakehouse Real-Timeactive
Legacy SQL editordeprecated
Network connectivity configurationactive
New SQL editoractive
No isolation shared access modelegacy
Photonactive
Private Linkactive
Private network gatewayactive
Query tagsactive
Serverless compute access controlactive
Serverless environmentsactive
Serverless poolsrenamed
Serverless SQL warehousesactive
Serverless workspacesactive
Shared / Single user access modesrenamed
SQL Analyticsrenamed
SQL Endpointrenamed
SQL Warehouseactive
Standard and Dedicated access modesactive
Standard clustersrenamed
VNet injectionactive

Data engineering