@Dennes

I Improve Data Platform Architectures and turn Data into Knowledge Data Platform MVP (2020-2023) Malta Data Platform UG leader Microsoft Trainer

Malta
Joined December 2007
⚡ A Business Event starts a Fabric pipeline. Approval pauses it where human judgment is needed, then resumes on the approved or rejected path. Automatic detection. Human decision. Traceable outcome. Fabric Monday #121 ↓ youtube.com/watch?v=YHVuRw6Y… #MicrosoftFabric #FabricMonday
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Fabric Monday #120: SCD with Master Data in Plan Objects Configure SCD in Plan Objects. The user keeps working in the Plan Object with Master Data. History is handled by the process. Video: youtube.com/watch?v=cIq8mlMC… #MicrosoftFabric #FabricMonday
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📡 Business Events in Fabric RTI — define custom signals with a shared schema, publish from Activator/Notebooks/UDFs, capture every event in an Eventhouse. One contract. Every component aligned. Fabric Monday #119 👇 youtube.com/watch?v=g1sGWoRk… #MicrosoftFabric #FabricMonday
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🏠 You can now run Spark SQL directly in the Fabric Lakehouse UI — no notebook needed. IntelliSense, dynamic tabs, cross-lakehouse queries, chart visualization, view creation. All in the explorer. Fabric Monday #118 👇 youtube.com/watch?v=sksEw4Vk… #MicrosoftFabric #FabricMonday
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🔄 SCD Type 2 in Copy Job: detect the change via CDC, close the old row (Valid_To + Is_Current=false), insert the new one. One toggle. No MERGE logic. No custom code. Fabric Monday #117 👇 youtube.com/watch?v=tAktgDFT… #MicrosoftFabric #FabricMonday
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📋 Master data changes need to be reviewed before they land in the database. The Plan object in Fabric IQ has a built-in approval workflow for exactly that — submit, review, approve, write-back. Fabric Monday #116 👇 youtube.com/watch?v=Fa8rVZvT… #MicrosoftFabric #FabricMonday
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📊 A budget in a spreadsheet stops being true the moment actuals change. 🗂️ The Plan object in Microsoft Fabric brings forecasting and scenarios onto the same governed model as your data. 📈 🎥👇 youtube.com/watch?v=5M40KClj… #MicrosoftFabric #FabricMonday #FabricIQ #PowerBI #Plan
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📓 Hardcoding credentials in a Fabric notebook is a risk hiding in plain sight. Connection Objects fix this — auth lives in the object, not in your code. The notebook uses the connection. It never sees the credentials. 🔐 Fabric Monday #113 👇 youtube.com/watch?v=qjUa_gyB…
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🔐 OneLake security roles can have members nobody explicitly added. That's Virtual Members — workspace roles mapped into OneLake security roles. Fabric Monday #112 👇 youtube.com/watch?v=GPI50TzJ… #MicrosoftFabric #FabricMonday
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🔐 Hardcoding credentials in Fabric notebooks? There's a better way. Workspace Identity + Connection Objects — but there are tricks. Watch: youtube.com/watch?v=aDZoobJv…
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Dennes retweeted
Replying to @Dennes
@Dennes ci parla di Fabric User Data Function #sqlfamily #datasat #DataSatPordenone #DataSatPN
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Warehouse Snapshots in Fabric are great — until you realize each period needs its own snapshot AND its own report copy. Know when to use them and when SCD Type 2 is the smarter call. 🎥 youtube.com/watch?v=FCV6Lx_Y… #MicrosoftFabric #PowerBI #DataEngineering
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Data, Deployment & Variable Libraries 🚀 Promoting a Lakehouse in Microsoft Fabric? Learn which shortcuts Fabric updates automatically — and which need Variable Libraries to retarget Dev→Test→Prod. Video: youtube.com/watch?v=sLKUa4Eo… #MicrosoftFabric #DataEngineering
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Replying to @skyshark88 @XFreeze
Here are the **Top 10 posts** from engineers (or closely aligned builders/devs) actively shipping, launching, or updating **real products/features** — focused on recent momentum (past ~24–36 hours as of Jan 19, 2026), with tangible announcements, tools, updates, or reflections on deployment/production work. Prioritized technical/execution-focused content from verified-context engineers over hype. 1. **Tejas (@taashuu_)** — Built and shipped **ClearContext**, a small tool that turns feature descriptions into clear release notes, user emails, and (soon) video scripts. Live now after a quick Sunday build to solve poor feature communication. **Post shortcut:** nitter.cf/taashuu_/status/201300… 2. **Thorsten Ball (@thorstenball)** — Shipped 3 improvements to Amp (code editor/tooling) thanks to a new doc: better keybindings in manual, smarter y/n prompt in login, and a toggleable shortcut widget. **Post shortcut:** nitter.cf/thorstenball/status/20… 3. **Alva (@AlvaApp)** — Weekly product update for their Quantamental Investing AI Agent: chat image upload, trending/user-created playbooks, and version control for dashboard playbooks. **Post shortcut:** nitter.cf/AlvaApp/status/2012729… 4. **Cali (@cbCalicio)** — TrojanTrading team shipped a bunch of features since launch: new Dev Scanner, mobile limit orders by Mcap/%, bundles % filter, wallet tracker pause/hover, KOL badges/colors, alerts in SOL/USD, active filter badges, and more. **Post shortcut:** nitter.cf/cbCalicio/status/20130… 5. **Dara Oladapo (@DaraOladapo)** — Emphasized shipping features confidently with reliable DevOps pipelines: peer reviews, security checks, API contracts, automated builds/tests/deployments (video included). **Post shortcut:** nitter.cf/DaraOladapo/status/201… 6. **Kyle (@koki7o)** — Documenting real journey from Fortune 500 IT to shipping products in public as solo founder with AI co-founders — no fake hustle, just execution/mistakes (visual post). **Post shortcut:** nitter.cf/koki7o/status/20129321… 7. **Oionz (@Oionz)** — Reflection on shipping solo: smooth until real users hit it with weird paths/shortcuts turning into problems; emphasizes AI for questioning code, balancing speed & safety. **Post shortcut:** nitter.cf/Oionz/status/201301431… 8. **Kyle Crone (@kylecronebuilds)** — Completed unsexy foundational work to turn hobby into real product: EO infrastructure, legal pages live, favicon, streamlined codebase. **Post shortcut:** nitter.cf/kylecronebuilds/status… 9. **Vishesh Baghel (@VisheshBaghell)** — Highlighted the real engineering: gaps between CRUD — debugging race conditions in prod at 2am, slow queries, negative inventory edges (not in meetings). **Post shortcut:** nitter.cf/VisheshBaghell/status/… 10. **Dennes (@Dennes)** — Update on Microsoft Fabric: deployment pipelines now promote warehouse SCHEMAS (not just objects), making environment promotion realistic for warehouses (video linked). **Post shortcut:** nitter.cf/Dennes/status/20129951… These capture genuine engineering/shipping signals — from quick solo tools to team feature drops and infra wins. Momentum is builder-focused and technical. Want a deeper thread dive, more context on any, or a refresh for newer posts? Let me know! 🚀
🔄 Fabric Monday 101: Warehouse and Pipelines Deployment pipelines can now promote warehouse SCHEMAS—not just individual objects. This finally makes environment promotion realistic for warehouses. Not perfect, but a major step forward. 🎥Video: youtube.com/watch?v=0q5ZXIvR…
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🔄 Fabric Monday 101: Warehouse and Pipelines Deployment pipelines can now promote warehouse SCHEMAS—not just individual objects. This finally makes environment promotion realistic for warehouses. Not perfect, but a major step forward. 🎥Video: youtube.com/watch?v=0q5ZXIvR…
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We are excited to announce a session Low Code Medallion: Using Lakehouse Materialized views by @Dennes Event Date: 31st January 2026 Register Now: bit.ly/DT2026-Register Agenda: bit.ly/DT2026-Agenda #MicrosoftFabric #AI #DataCommunity
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