Hey everyone, did you notice there's currently a competition/ contest on? 👉🔗 Announcing the Fabric Extensibility Toolkit Contest Is anyone building anything for it? I'm tempted!

I’ve been pretty quiet the past couple of months because I’ve been deep in Python, AI engineering skills, while staying steady with Fabric. I’m grateful to share that I’ve accepted the Senior AI Engineering role at my institution — something I’ve been working toward relentlessly since January. Thanks to everyone who shares their work here; it’s been a huge part of how I’ve kept moving.

Hey everyone! This week, it's the IGNITE Conference in San Francisco! As such, Microsoft published their monthly list of Fabric Product Updates a little early this month! 👉🔗Here's the blog post: https://blog.fabric.microsoft.com/en-gb/blog/fabric-november-2025-feature-summary?ft=All 👉📽️ More visual? Here's the YouTube video by Adam: https://www.youtube.com/watch?v=Ym2ADQv1P7Y Some very big announcements hidden in there!! Take a look through and let me know your favorites! Here are some that caught my eye: - Azure DevOps Service Principal & Cross Tenant Support (Generally Available) - SQL database in Fabric (Generally Available) - Optimal Refresh for Materialized Lake Views (Preview) - Connect Data Agents to your Azure Search Index in Microsoft Foundry - Data Warehouse: IDENTITY columns (Preview) - Data Warehouse: Data Clustering (Preview) - Natural Language to Generate and Explain Pipeline Expressions with Copilot (Preview) - Lots more Mirroring source become GA - Connection Parameterization with Variable library for CI/CD (Generally Available) - Copy Job

Dear all, I'd like to share with you this annoying issue with the Fabric Lakehouse SQL endpoint. I tested it multiple times, and I still see discrepancy: you update, insert, or delete rows in Lakehouse tables, it succeeds, but when you query the table, the changes are not reflected, so if you have a process that table, it will read the old version! https://www.reddit.com/r/MicrosoftFabric/comments/1fput1m/to_microsoft_with_love/ The workaround I tested: - To set a wait activity if you are using a pipeline - a refresh SQL endpoint Python code https://gist.github.com/MarkPryceMaherMSFT/853cdc0d9d421482814b8195aba55434 I'd like to hear more from you. What workaround do you currently use ?

I am so excited to have signed a contract with a consulting firm for a Ms Fabric data engineering position. I had to do a trial project involving data extraction from an API, showcase the medallion structure and visualize the data. The position is part time so I still get to keep my analyst role in my current company. Thanks @Will Needham for the dedication you have put in creating all that wonderful content!!