Hubert Dudek

Welcome to my channel "Hubert Dudek". In my proposed talk, I aim to explore the concept of "code visibility" and its evolution in the era of AI-driven development. I believe there are three tiers of code visibility: developer-centric, team-centric, and what I propose as the new frontier – business-centric. This approach ensures that the entire business ecosystem is attuned to the code and its implications, fostering transparency and collaboration.

[hubertdudek]

Databricks News: Lakeflow Designer, UV package manager, DABs templates, Genie scheduled tasks *Join my DAIS talk:* https://ift.tt/b4MkXDe Databricks Breaking News: Lakeflow Designer, UV package manager, DABs templates, Genie scheduled tasks *00:00* Databricks Breaking News *00:23* Lakeflow designer *06:16* uv package manager *08:30* DABs templates *10:50* Genie Scheduled Tasks *12:59* Native Notebook Profiling *14:07* Function Tags 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/BUjQucm ✨ *Read always Databricks news on:* https://ift.tt/dxljWqz ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/tqEI0mF 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ May 18, 2026 at 08:29PM

[hubertdudek]

Databricks News: watermark-based incremental ingestion, MCP in AI gateway, Genie, Vector Search Databricks Breaking News: watermark-based incremental ingestion, MCP in AI gateway, Genie, Vector Search *00:00* Databricks Breaking News *00:28* PowerBI *01:41* Community connectors *04:09* Genie Android App *05:23* Lakeflow Connect - Query Based Capture *16:12* Apps new home *17:01* MCP gateway *20:13* Vector Search *25:03* SQL Governed tags *27:00* ai_prep_search() *27:50* Lakebase updates sync, Lakehouse sync, Customer-managed key *29:12* Void columns 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/Ryv7TVu ✨ *Read always Databricks news on:* https://ift.tt/uO6BpwA ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/qQb8PKp 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ May 5, 2026 at 02:57AM

[hubertdudek]

Databricks Breaking News: 2026 Week 14: 30 March 2026 to 5 April 2026 Databricks Breaking News: 2026 Week 14: 30 March 2026 to 5 April 2026 *00:00* Databricks Breaking News *00:14* AUTO_CDC() *04:48* notebook tags *05:43* Governed tags *06:26* Workspace skills *08:53* Lineage - genie and alerts *09:21* Ask Genie to explain the chart changes *11:24* Type widening 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/HlItjoX ✨ *Read always Databricks news on:* https://ift.tt/eJ2kjVn ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/h7aCRvi 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ April 10, 2026 at 09:29PM

[hubertdudek]

Databricks Breaking News: 2026 Week 13: 23 March 2026 to 29 March 2026 Databricks Breaking News: 2026 Week 13: 23 March 2026 to 29 March 2026 *00:00* Databricks Breaking News *00:25* Lakewatch *02:27* Dynamic drop-down filter *04:37* Quality Monitoring *07:10* Alerts in Jobs *07:54* Metrics Views UI *10:23* Excel add-in *14:36* App Telemetry in Databricks Apps *15:47* External Dashboards *18:13* Databricks One 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/dqNX8xK ✨ *Read always Databricks news on:* https://ift.tt/dV3cv26 ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/CWowGgS 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ March 31, 2026 at 03:06AM

[hubertdudek]

Databricks Breaking News: 2026 Week 12: 16 March 2026 to 22 March 2026 Databricks Breaking News: 2026 Week 12: 16 March 2026 to 22 March 2026 *00:24* Free tier in Lakeflow Connect *03:36* Databricks One Mobile App *04:46* Multi-table transactions *11:06* AI Runtime *12:35* Databricks Assistant is now Genie Code *15:39* Databricks Asset Bundles is now Declarative Automation Bundles *17:35* 5X-Large SQL warehouse size 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/Qba4Vt8 ✨ *Read always Databricks news on:* https://ift.tt/W5vG1zX ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/4XW1v2Y * about Multi-statment transactions* 🔗 https://ift.tt/L3hqcjU 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ March 23, 2026 at 10:12PM

[hubertdudek]

Databricks Breaking News: 2026 Week 9: 23 February 2026 to 1 March 2026 Databricks Breaking News: 2026 Week 9: 23 February 2026 to 1 March 2026 *00:00* Databricks News: 2026 Week 9 *00:19* Discovery in Unity Catalog *02:24* New serverless 5 *03:31* Jar tasks on serverless *04:00* OneLake Federation *07:01* Python unit testing *08:15* More connectors *09:56* Scoped personal access tokens 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/SsfzTj6 ✨ *Read always Databricks news on:* https://ift.tt/6dy7ogK ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/eqvjYaP 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ March 7, 2026 at 11:14PM

[hubertdudek]

Databricks Breaking News: 2026 Week 8: 16 February 2026 to 22 February 2026 Databricks Breaking News: 2026 Week 8: 16 February 2026 to 22 February 2026 *00:34* Runtime 18.1 and SCHEMA EVOLUTION *02:45* File Events and Autoloader *05:13* No more SELECT * FROM table *06:26* AI gateway and coding agents *08:11* Tags for Queries *10:03* default Python package repositories *10:25* Supervisor Agent *12:02* Catalog and External locations in DABS Let's get started 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/phM60aB ✨ *Read always Databricks news on:* https://ift.tt/rIYNGDa ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/2OjxlyU 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ March 2, 2026 at 03:05AM

[hubertdudek]

Databricks Breaking News: 2026 Week 6: 2 February 2026 to 8 February 2026 Databricks Breaking News: 2026 Week 6: 2 February 2026 to 8 February 2026 *00:25* Agentic Data Quality Monitoring *01:44* LLM judge UI builder - new mlflow 3.9 *03:31* default SQL warehouse *04:21* SQL Warehouse activity *05:10* connecting assistant to MCP servers *07:32* pivot in Google Sheets *09:25* Deploying Databricks apps from Git *10:16* tag databricks apps Let's get started 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/PIEAbXQ ✨ *Read always Databricks news on:* https://ift.tt/2wvJcB9 ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/Oj28R9w 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ February 11, 2026 at 08:44PM

[hubertdudek]

Databricks Breaking News: 2026 Week 5: 26 January 2026 to 1 February 2026 Databricks Breaking News: 2026 Week 5: 26 January 2026 to 1 February 2026 *00:00* 2026 Week 5: 26 January 2026 to 1 February 2026 *00:22* Update Pipelines on trigger *04:07* Async refresh *05:12* Compute sizing in Apps *05:38* Traces in Unity Catalog *07:36* Notebook experience *09:35* Base environments *11:02* Materialization of Metrics Views Let's get started 📚 *Notebooks from the video:* 🔗 https://ift.tt/K2LnQBD 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/jnSmPX1 ✨ *Read always Databricks news on:* https://ift.tt/c4NjPMr ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/6b8ZNtf 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ February 05, 2026 at 09:27PM

[hubertdudek]

Databricks Breaking News: 2026 Week 4: 19 January 2026 to 25 January 2026 Databricks Breaking News: 2026 Week 4: 19 January 2026 to 25 January 2026 *00:00* 2026 Week4: 19 January 2026 to 25 January 2026 *00:12* Temp Tables *03:52* Refresh Policies in Materialized Views *08:09* Google Drive connector *12:59* Active directory groups *13:56* Lakebase is GA *14:15* Other News Let's get started 📚 *Notebooks from the video:* 🔗 https://ift.tt/k0S9aiO 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/XuopK2k ✨ *Read always Databricks news on:* https://ift.tt/3avy7G1 ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/ZxzuBKy 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ January 28, 2026 at 07:59PM

[hubertdudek]

Databricks Breaking News: 2026 Week 3: 12 January 2026 to 18 January 2026 Databricks Breaking News: 2026 Week 3: 12 January 2026 to 18 January 2026 *00:00* 2026 Week 3: 12 January 2026 to 18 January 2026 *00:20* Runtime 18 GA *01:07* Lakebase unified experience *01:58* Lakeflow Connect filter *04:43* Codex *05:20* Databricks One improvements *06:05* Genie improvements *06:46* Apps deployment Let's get started 📚 *Notebooks from the video:* 🔗 https://ift.tt/2fLdJAj 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/YDh48CK ✨ *Read always Databricks news on:* https://ift.tt/DYQnmsG ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/eOZvKHm 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ January 21, 2026 at 09:24PM

[hubertdudek]

Databricks Breaking News: Week 2026 02: 5 January 2026 to 11 January 2026 #databricks news Databricks Breaking News: Week 2026 02: 5 January 2026 to 11 January 2026 *00:00* 2026 02: 5 January 2026 to 11 January 2026 *00:24* Dashboards Deployment with new parameters *02:02* New plan version in DABS *04:12* Access Tokens *04:56* Assistant in Documentation *05:51* Assistant Skills *09:30* Reports from Genie *11:47* pivot tables Let's get started 📚 *Notebooks from the video:* 🔗 https://ift.tt/yjsduFh 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/uBYnCfN ✨ *Read always Databricks news on:* https://ift.tt/EdVmONf ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/AkNtIlJ 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ January 15, 2026 at 03:59AM

[hubertdudek]

Databricks Breaking News: Week 2026 01: 29 December 2025 to 4 January 2026 #databricks news Databricks Breaking News: Week 2026 01: 29 December 2025 to 4 January 2026 *00:00* 2026 01: 29 December 2025 to 4 January 2026 *00:23* Bundle deployment from the plan. *02:14* Secrets in UC. *03:57* Everywhere implementations - Literal string coalescing, parameter markers, and identifiers. *07:56* Window functions in the metrics view. *09:32* SQL scripting is GA Let's get started 📚 *Notebooks from the video:* 🔗 https://ift.tt/L3zaVgm 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/9icgqU0 ✨ *Read always Databricks news on:* https://ift.tt/u1PWkqc ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/AQIMLpm 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ January 07, 2026 at 12:15AM

[hubertdudek]

Databricks Breaking News: Week 52: 22 December 2025 to 28 December 2025 #databricks news Databricks Breaking News: Week 51: 22 December 2025 to 28 December 2025 *00:00* 2025 Week 52: 22 December 2025 to 28 December 2025 *00:33* new direct mode in Bundles *04:33* alerts in Bundles *05:10* Databricks Assistant Agent Mode is in Public Preview. *09:55* Single-use refresh tokens. *11:19* Partition column changes. *14:53* dashboards improvements Let's get started 📚 *Notebooks from the video:* 🔗 https://ift.tt/34CYH7X 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/RShEM8P ✨ *Read always Databricks news on:* https://ift.tt/jpUAsP8 ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/TOamkdG 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ December 30, 2025 at 10:35PM

[hubertdudek]

Databricks Breaking News: Week 51: 15 December 2025 to 21 December 2025 #databricks news Databricks Breaking News: Week 51: 15 December 2025 to 21 December 2025 *00:00* 2025 Week 51: 15 December 2025 to 21 December 2025 *00:26* ForEatchBatch sink in LSDP *01:50* Lakeflow Connectors *06:20* Legacy Features *07:34* Lakebase autoscaling ACL *09:05* Lakebase autoscaling metrics *09:48* Job from notebook *11:12* Flexible node types *13:35* Resources in databricks Apps 📚 *Notebooks from the video:* 🔗 https://ift.tt/9edThwM 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/PMhaS68 ✨ *Read always Databricks news on:* https://ift.tt/eOMuvb2 ### 📝 Further reading * Databricks News: Week 51: 15 December 2025 to 21 December 2025* 🔗 https://ift.tt/gs9olAi 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ December 23, 2025 at 09:15PM

[hubertdudek]

Databricks Breaking News: Week 50: 8 December 2025 to 14 December 2025 #databricks news Databricks Breaking News: Week 50: 8 December 2025 to 14 December 2025 *00:00* 2025 Week 50: 8 December 2025 to 14 December 2025 *00:38* Native support of MS Excel in Spark *07:34* SharePoint in spark.read and spark.readStream *09:00* ChatGPT 5.2 *10:12* Runtime 18 *11:58* Lakebase *15:32* Owner change of materialized views and streaming tables *16:10* Autoloader with File Events GA *17:59* new column in Lakeflow System Tables *20:13* Vector Search Reranker 📚 *Notebooks from the video:* 🔗 https://ift.tt/6PROpAz 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/4VdbKHF ✨ *Read more Databricks tips & deep dives:* https://ift.tt/2etdmIO ### 📝 Further reading (your related articles) * Databricks News: Week 50: 8 December 2025 to 14 December 2025* 🔗 https://ift.tt/eSEbFcx 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ December 16, 2025 at 10:32PM

[hubertdudek]

Databricks: What’s new in October 2025 #databricks news What’s New in Databricks – October 2025 Explore the latest Databricks October 2025 updates — from Genie API and Relations to Apps Compute, MLflow System Tables, and Online Feature Store. This month brings deeper Genie integration, smarter Bundles, enhanced security and governance, and new AI & semantic capabilities for your lakehouse! 🎥 Watch to the end for certification updates and the latest on Databricks One and Serverless 17.3 LTS! *00:00* Databricks October 2025 Key Highlights *00:06* Databricks One *02:49* Genie relations *03:37* Genie API *04:09* Genie in Apps *05:10* Apps Compute *05:24* External to Managed *07:20* Bundles: default from policies *08:17* Bundles: scripts *09:40* Bundles: plan *10:30* Mlflow System Tables *11:09* Data Classification System Tables *12:22* Service Endpoint Policies *13:47* 17.3 LTS *14:56* OpenAI with databricks *15:38* Private GITs *16:33* Certification *19:56* Online Feature Store *26:55* Semantic data in Metrics *28:30* Data Science Agent 📚 *Notebooks from the video:* 🔗 https://ift.tt/l5MTDSC 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/COy1keS ✨ *Read more Databricks tips & deep dives:* https://ift.tt/TuItvSg ### 📝 Further reading (your related articles) * Databricks Policies and Bundles Inheritance: Let Policies Rule Your DABS* 🔗 https://ift.tt/dUyKiuf * Relationship in databricks Genie* 🔗 https://ift.tt/dNt2GXK * VARIANT outperforms string in storing and retrieving JSON data* 🔗 https://ift.tt/waSv1UE * Hidden Benefit of Databricks’ managed tables* 🔗 https://ift.tt/ZkFPeKO ### 🎬 Suggested Videos * What’s new in January 2025 — https://www.youtube.com/watch?v=JJiwSplZmfk * What’s new in February 2025 — https://www.youtube.com/watch?v=tuKI0sBNbmg * What’s new in March 2025 — https://youtu.be/hJD7KoNq-uE * What’s new in April 2025 — https://youtu.be/FDgtNVeLTc8 * What’s new in May 2025 — https://youtu.be/hPt0bubKUUg * What’s new in July 2025 — https://youtu.be/L-ZZi7_asyc * What’s new in September 2025 — https://youtu.be/snKOIytSUNg 🔎 *Related Tags:* #databricks #databricksnews #spark #pyspark #sql #delta #lakehouse #serverless #geospatial #streaming #genie #lakehouseapps #dabs #unitycatalog #ai #python #featurestore #metrics #mlflow #policies via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ October 14, 2025 at 08:45PM