v0.1.4

What's Changed

• Add query_tags support to execute_sql and Statement Execution API (#193) by @yogesh-dbx in #215
• Fix 2 broken reference links in spark-declarative-pipelines skill by @CheeYuTan in #262
• Fix Builder App setup (pin Python version and run uvicorn via uv) by @balazsgaspar in #208
• Add version upgrade notification at session start by @calreynolds in #218
• Fetch APX skills from upstream repo instead of bundling locally by @calreynolds in #217
• Improve/optimize the spark-python-data-source skill by @alexott in #221
• Prefer serverless warehouses in get_best_warehouse by @bradfordchang in #277
• MLflow integration with GEPA optimize_anything by @auschoi96 in #228
• [fix] Add explicit auth_type to WorkspaceClient and fix event draining on stream completion by @riley-mete-db in #276
• fix: update Zerobus Ingest skill for SDK v1.1.0 breaking API changes by @yogesh-dbx in #291
• Skill profiles: install only what you need by @malcolndandaro in #279
• feat: add metadata comments guidance to datagen skill by @malcolndandaro in #292

New Contributors

• @balazsgaspar made their first contribution in #208
• @bradfordchang made their first contribution in #277
• @riley-mete-db made their first contribution in #276

Full Changelog: v0.1.3...v0.1.4

v0.1.3

What's Changed

• Add databricks-iceberg skill by @irfanelahi-ds in #188
• Modernize python-dev skill to use uv exclusively by @robkisk in #134
• Add defer_loading: true to installer MCP configs by @calreynolds in #189
• Various fixes in get_table_details() by @MigQ2 in #165
• feat: builder app UI improvements by @calreynolds in #192
• fix(databricks-app-python): correct port from 8080 to DATABRICKS_APP_PORT (8000) by @CheeYuTan in #197
• feat: add lakehouse monitoring reference to Unity Catalog skill by @kevinnguyen-db in #195
• updated zerobus-ingest client files with latest sdk syntax recommendations by @dbderek in #198
• Feature/parsing customrag skill by @NatyraB in #199
• Feature/improve data gen by @dustinvannoy-db in #184
• Add manage_workspace MCP tool for runtime workspace switching by @jacksandom in #204
• feat: Add Gemini CLI as supported tool by @anthonyivn2 in #202
• Add GEPA Optimize_Anything skill eval and optimize Capability for Skill evaluation by @auschoi96 in #166
• Add guidance for updating existing skills by @thephilipjones in #207
• Fix Vector Search MCP tool names; add end-to-end RAG walkthrough by @CheeYuTan in #213

New Contributors

• @MigQ2 made their first contribution in #165
• @CheeYuTan made their first contribution in #197
• @kevinnguyen-db made their first contribution in #195
• @anthonyivn2 made their first contribution in #202
• @thephilipjones made their first contribution in #207

Full Changelog: v0.1.2...v0.1.3

v0.1.2

What's Changed

tl;dr: bug fixes and quality of life improvements to prevent tool and skill bloat.

• Fix/install/windows & update MCP server when installing with --force by @malcolndandaro in #154
• Fix MCP JSON string params deserialized as dicts/lists by @calreynolds in #155
• Upgrade GitHub Actions for Node 24 compatibility by @salmanmkc in #157
• Upgrade GitHub Actions to latest versions by @salmanmkc in #158
• Fix incorrect SDK methods and fabricated APIs in lakebase-provisioned reverse-etl skill by @irfanelahi-ds in #171
• Fix M2M user identity resolution to prefer X-Forwarded-Email by @calreynolds in #175
• Standardize usage visibility across all resource creation paths by @calreynolds in #176
• Feature/genie skill improvement by @NatyraB in #179
• Consolidate MCP tools and update skill docs by @calreynolds in #174
• Fix silent and global install failures by @jesseryoung-db in #169
• Fix syntax error in install.sh (if closed with } instead of fi) by @malcolndandaro in #186
• Fix cross-workspace auth for M2M app-to-app flow by @calreynolds in #183

New Contributors

• @salmanmkc made their first contribution in #157
• @irfanelahi-ds made their first contribution in #171
• @jesseryoung-db made their first contribution in #169

Full Changelog: v0.1.1...v0.1.2

v0.1.1

TL;DR

Bug fixes & small optimizations based on framework testing.

What's Changed

• Fix macOS Apple Silicon arch mismatch under Rosetta by @malcolndandaro in #141
• Fix MCP server tools hanging on Windows (stdio transport) by @malcolndandaro in #135
• Consolidate jobs MCP tools from 12 to 2 dispatchers by @malcolndandaro in #140
• Fix install_skills to support project paths containing spaces by @vladimir-cristea in #125
• fix: preserve original SQL to handle backticks correctly by @dotuananh0712 in #144
• fix: handle int timestamp in list_volume_files by @dotuananh0712 in #143
• Add databricks- prefix to skill names (#132) by @yogesh-dbx in #138
• Add judge alignment (MemAlign) and prompt optimization (GEPA) pattern to mlflow-evaluation skill by @WesleyPasfield in #133
• Improve model-serving skill: endpoint reference table, naming guidance etc. by @borhenryk in #146
• Fix Streamlit app.yaml by @maucaro in #153

New Contributors

• @vladimir-cristea made their first contribution in #125
• @dotuananh0712 made their first contribution in #144
• @yogesh-dbx made their first contribution in #138
• @WesleyPasfield made their first contribution in #133
• @maucaro made their first contribution in #153

Full Changelog: v0.0.1...v0.1.1

v0.1.0

First Major Release

What's Changed

• Fix databricks builder app by @mattiasmoser-databricks in #68
• Model serving skill tests by @borhenryk in #71
• Add vector-search and lakebase-provisioned skills by @cankoklu-db in #54
• fix(sdp): AUTO CDC syntax, SCD2 column names, and bronze streaming source by @shdzhang in #72
• docs: add README.md files for 17 databricks-skills by @robkisk in #74
• Add Vector Search and Lakebase Provisioned MCP tools by @cankoklu-db in #73
• Add resource tracking by @jacksandom in #70
• Add spark-structured-streaming skills by @jiteshsoni in #64
• Install to dbx assistant by @scottDBX1886 in #79
• Add setup script and improve install docs for builder app by @calreynolds in #77
• Fix MCP timeout handling causing duplicate resource creation (#65) by @calreynolds in #80
• Fix skill validation CI to auto-discover variables from install_skill… by @calreynolds in #81
• User aware resource selection by @jacksandom in #86
• SDP improvements - use pipeline init, better reference links by @dustinvannoy-db in #88
• Add databricks-dbsql skill for SQL workloads by @malcolndandaro in #89
• add tests for databricks-genie skill by @NatyraB in #87
• UI Skill Select, NEW UC Metric View Skills, UI Databricks Branding + README fixes by @auschoi96 in #84
• Add integration tests and fix SDK compatibility for Vector Search & Lakebase by @cankoklu-db in #82
• Install cleanup and README simplification by @dustinvannoy-db in #99
• Add Lakebase Autoscale skills, MCP tools, core library, and integration tests by @cankoklu-db in #94
• Add app-to-app M2M OAuth auth and m2m-communication-example by @calreynolds in #95
• Add comprehensive Databricks App Python skill, MCP tools, and integration tests by @calreynolds in #112
• Add Zerobus Ingest skill documentation by @dbderek in #96
• Add dashboard tests by @jacksandom in #119
• Consolidate Lakebase MCP tools from 28 to 8 by @calreynolds in #121
• Add Unity Catalog trace ingestion and production monitoring workflow to mlflow-evaluation skill by @aelhelouDB in #91
• Add UC Functions and MCP server support to Supervisor Agents, rename to databricks-agent-bricks, and add skill tests by @jacksandom in #120
• Fix Claude Code plugin structure for marketplace compatibility by @bigpg in #85
• Add a skill for writing custom Python data sources by @alexott in #126
• asset-bundles rename to databricks-asset-bundles + add tests by @dustinvannoy-db in #122
• Repo cleanup - remove skill READMEs, add databricks- prefix to skills, remove ai-dev-proj by @dustinvannoy-db in #127
• Install from latest release by @dustinvannoy-db in #129

New Contributors

• @mattiasmoser-databricks made their first contribution in #68
• @shdzhang made their first contribution in #72
• @jiteshsoni made their first contribution in #64
• @scottDBX1886 made their first contribution in #79
• @dbderek made their first contribution in #96
• @aelhelouDB made their first contribution in #91

Full Changelog: release...v0.1.0

v0.0.1

What's Changed

• Add initial skills for Databricks development by @dustinvannoy-db in #1
• Switch MCP from sse to stdio by @dustinvannoy-db in #2
• App skills by @dustinvannoy-db in #3
• Prompt refinement after testing by @calreynolds in #4
• Further SDP refinement + some stop-gap for app support by @calreynolds in #5
• Enhancements to table in app by @calreynolds in #6
• Rename app and starter project by @dustinvannoy-db in #7
• Add Jobs support in MCP server & tests and README by @malcolndandaro in #8
• adding mlflow evaluation skills by @alexmillerdb in #9
• Rename databricks skills to standard convention by @dustinvannoy-db in #10
• Fixes to app by @calreynolds in #11
• Add databricks exec code reference by @NatyraB in #12
• Add Lakeflow Jobs skill by @malcolndandaro in #13
• Improve error handling and add keepalive for long-running operations by @calreynolds in #14
• Add AIBI dashboards functionality and documentation by @calreynolds in #16
• Fix: autoloader in sdp ingestion skill by @yandqdb in #15
• Skill refactoring by @dustinvannoy-db in #17
• Update README with improved structure and licensing attribution by @calreynolds in #19
• Fix builder app timeouts and add Lakebase OAuth support by @calreynolds in #21
• Add Unity Catalog system tables skill by @malcolndandaro in #22
• Update READMEs by @calreynolds in #23
• Add architecture diagram for databricks-tools-core by @calreynolds in #24
• Add skill-test framework for evaluating Databricks skills by @alexmillerdb in #20
• Fix jobs MCP and bump SDK version to 0.81.0 by @malcolndandaro in #25
• Add Cursor-specific setup instructions by @jacksandom in #27
• Refactor READMEs and setup scripts, minor skill updates by @dustinvannoy-db in #26
• Feature/deployable app by @calreynolds in #32
• Add model-serving skill with MCP tools by @borhenryk in #29
• Find by name tools and Genie space support for MAS by @jacksandom in #31
• Update AI/BI dashboard skill with version requirements and field matching rules by @jacksandom in #30
• Readme updates by @dustinvannoy-db in #33
• Add UC Volume file operations by @jacksandom in #34
• add UC MCP Tools: objects, grants, credentials, tags, delta sharing by @malcolndandaro in #28
• Feature genie skills by @NatyraB in #36
• Move volume file operations to unity_catalog module by @jacksandom in #35
• Add CI workflow for PR validation by @calreynolds in #37
• Integration example for the builder app to be integrated into other app frameworks\projects by @calreynolds in #38
• Add lakebase-provisioned skill with connection patterns and reverse ETL guides by @cankoklu-db in #43
• Add skill-test framework with trace evaluation and GRP pipeline by @alexmillerdb in #44
• Add a one liner interactive installer prereq check, tool selection, databricks profile selection and auth flow by @malcolndandaro in #52
• Simplify ruff linting config in CI by @calreynolds in #51
• Add dashboard catalog and schema params to asset-bundles skill by @chris-koester-db in #40
• Add MLflow skills integration to installer by @alexmillerdb in #50
• Updates to app by @auschoi96 in #41
• Add the Windows version of the oneliner installer. Also updated both installers to support GitHub Copilot. by @malcolndandaro in #56
• Linting fixes by @dustinvannoy-db in #59

New Contributors

• @dustinvannoy-db made their first contribution in #1
• @calreynolds made their first contribution in #4
• @malcolndandaro made their first contribution in #8
• @alexmillerdb made their first contribution in #9
• @NatyraB made their first contribution in #12
• @yandqdb made their first contribution in #15
• @jacksandom made their first contribution in #27
• @borhenryk made their first contribution in #29
• @cankoklu-db made their first contribution in #43
• @chris-koester-db made their first contribution in #40
• @auschoi96 made their first contribution in #41

Full Changelog: https://github.com/databricks-solutions/ai-dev-kit/commits/release