📢 Announcing the Winners of the Fabric Semantic Link Developer Experience Challenge

[slindsay]

We launched this challenge to answer a simple question: How do we make working with semantic models better for developers? 

We asked you to build real, reusable tools that solve real problems. And that’s exactly what we got!

In the judging discussion today, we aligned on winners based on practicality, completeness, and how clearly each solution mapped to a real-world developer scenario. We followed the judging criteria laid out in the challenge and had lengthy discussions about how your entries solved problems each of us have experienced in our daily work! We're so excited to see the community discover and use your solutions, and to share them with the product team.

Reminder: If you submitted a solution that you're proud of, and you'd like to see it incorporated into the official Semantic Link Labs library, submit a pull request in the repo! If you need assistance with that feel free to send me a private message here on the community.

Now, onto the winners!  

Rather than forcing a single winner, we recognized the strongest solutions across key areas of the developer experience:

• Semantic Link Model Health Security Suite by Natarajan Manivasagan (LinkedIn)
  Best solution for Enterprise BI
  → A comprehensive, enterprise-ready approach to understanding and managing semantic model health. Judges loved that Natarajan's entry combines breadth, polish, and security-centric value in a single, well-documented notebook experience.

• Semantic Link Playground by Sajitha Sritharan (LinkedIn)
  Best solution for Self-Service BI
  → Clean, intuitive, and approachable - Sajitha's solution lowers the barrier to working with semantic models programmatically. Judges can see this being broadly adopted and immediately helpful to self service BI professionals!

• Semantic Link DAX Load Test by Tharun Kumar (LinkedIn)
  Best solution for QA
  → Directly addresses a real gap in testing and validation — bringing rigor to how models are verified. Judges could immediately see how Tharun's solution can be implemented for QA!

And - because we can never just pick the winners, we're thrilled to present the judges favorite entries to you! These entries didn't win the contest, but they were impactful enough that we want to call them out so you make sure to take a look at their solutions!

• Semantic Link - Impact IQ, Visual-Level Lineage and Impact Analysis
• Semantic Diff
• Validating DAX Against Your Lakehouse with Semantic Link
• Semantic Link - Power BI Fixer
• Automated Static RLS Role Management for Power BI Semantic Models

Huge thank you to everyone who participated - we loved seeing what you built. And! We can't wait to use your solutions!

We’re incredibly excited to see these ideas continue to evolve - and even more excited to see what this community builds next.

This is just the beginning for Semantic Link, and you’re helping shape what comes next!

[TheDAXShepherd]

Going through these, there are solutions doing things I didn’t even know were possible with Semantic Link notebooks.

If you’re working in Fabric notebooks at all, this is worth a look—there’s a good chance someone just solved a problem you’ve been running into

[jennratten]

It really was very difficult to choose - so many great submissions. I enjoyed being a judge.  

[SamsonTruong]

So many great submissions. Excited to use many of them in my development!