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: RT Lakehouse (Reyden), Lakebase, TTL Databricks Breaking News:RT Lakehouse (Reyden), Lakebase, TTL *00:00* Databricks Breaking News *00:41* Real Time Lakehouse *04:26* Lakeflow Connect connectors *05:43* Users and Admin groups *07:06* Time data type *08:12* Time to live *12:18* User home volume *14:44* IP functions *16:14* Lakebase Postgres 18 *16:54* Lakebase CDF *18:28* Lakebase search *20:39* Runtime 19 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/sVTxeUZ ✨ *Read always Databricks news on:* https://ift.tt/GTltMYp ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/1iN6gSW 🔎 *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 July 15, 2026 at 07:09PM

[hubertdudek]

DABs: Terraform output to DABs DABs: In DABs, you can reuse output from infrastructure deployment. This way, you can now, for example, pass storage or key vault URLs and IDs to DABs. #databricks #DataAISummit whole talk with audio https://ift.tt/mCRHPM7 ✨ Explore Databricks AI insights and workflows—read more: https://ift.tt/FgD1rOx 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@hubert_dudek/?sub_confirmation=1 🔗 Support Me Here! ☕Buy me a coffee: https://ift.tt/dQSlYy5 🔗 Stay Connected With Me. Medium: https://ift.tt/FgD1rOx via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ July 11, 2026 at 09:08PM

[hubertdudek]

DABs: reference resources DABs: reference resources, you can use a lookup or a hardcoded ID, but you can just use resources.resource_type.resource_name notation. It is especially useful in development mode when your resources are prefixed with dev and username. #databricks #DataAISummit https://ift.tt/Qqavdwu ✨ Explore Databricks AI insights and workflows—read more: https://ift.tt/cekqQLR 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@hubert_dudek/?sub_confirmation=1 🔗 Support Me Here! ☕Buy me a coffee: https://ift.tt/AlVF5Kv 🔗 Stay Connected With Me. Medium: https://ift.tt/cekqQLR via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ July 9, 2026 at 05:00AM

[hubertdudek]

DABs: mutators as a good place for central rules DABs: mutators are a good place for central rules. Yaml defines what the project needs, but the mutator defines what the platform needs: - Global job parameters - standard tags, like env, owner, domain, and cost_center. - default email notifications. - Check compute settings, for example, serverless rules. - validators in CI/CD #databricks #DataAISummit https://ift.tt/vAagPq5 ✨ Explore Databricks AI insights and workflows—read more: https://ift.tt/muAM7pD 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@hubert_dudek/?sub_confirmation=1 🔗 Support Me Here! ☕Buy me a coffee: https://ift.tt/kpC3WA7 🔗 Stay Connected With Me. Medium: https://ift.tt/muAM7pD via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ July 5, 2026 at 05:15PM

[hubertdudek]

databricks DABs: version protection DABs: version protection: you’re running Databricks CLI v1.3, your coworker is on v1.2, and your CI/CD runner has v1.1 installed. Sound familiar?. #databricks https://ift.tt/1qBpLGY ✨ Explore Databricks AI insights and workflows—read more: https://ift.tt/wO04Jrl 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@hubert_dudek/?sub_confirmation=1 🔗 Support Me Here! ☕Buy me a coffee: https://ift.tt/o7aCBcu 🔗 Stay Connected With Me. Medium: https://ift.tt/wO04Jrl via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ July 1, 2026 at 09:31PM

[hubertdudek]

DABs: Branch protection DABs: Branch protection will not allow you to deploy your code from an incorrect branch. Only the main branch can go to prod. #databricks https://ift.tt/U3q0lZj ✨ Explore Databricks AI insights and workflows—read more: https://ift.tt/mTtbcwh 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@hubert_dudek/?sub_confirmation=1 🔗 Support Me Here! ☕Buy me a coffee: https://ift.tt/Yc3lU9e 🔗 Stay Connected With Me. Medium: https://ift.tt/mTtbcwh via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ June 26, 2026 at 07:43PM

[hubertdudek]

DABs: New direct engine DABs: New direct engine and v 1.*.*. More bundle functionality with less Terraform overhead and with a human-readable state. #databricks https://ift.tt/QERPzl5 via databricks MVP Hubert Dudek https://www.youtube.com/channel/UCR99H9eib5MOHEhapg4kkaQ June 24, 2026 at 07:46PM

[hubertdudek]

Databricks News: CLI v 1.0.0, AI-tools, Docker, DABs UI sync, mutators *Join my DAIS talk:* https://ift.tt/AUpFI7q Databricks Breaking News: Lakeflow Designer, UV package manager, DABs templates, Genie scheduled tasks *00:00* Databricks Breaking News *00:56* CLI 1.0.0 *01:51* DABS UI sync *03:41* lakeflow task disable *04:23* mutators *06:46* databricks aitools install *08:00* docker *14:44* standalone pipeline *15:48* lakebase new max *17:24* serverless timeout *18:41* auto scope tokens 🔔 *Subscribe for monthly updates:* https://www.youtube.com/@databricks_hubert_dudek/?sub_confirmation=1 ☕ *Support the channel:* https://ift.tt/HRoPXQk ✨ *Read always Databricks news on:* https://ift.tt/K1Sg6h2 ### 📝 Further reading * Databricks News on Medium* 🔗 https://ift.tt/X6KwU18 * Article about mutators 🔗 https://ift.tt/ecDzLwh 🔎 *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 June 13, 2026 at 12:25PM

[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