Auto-diff every model on every PR?
You’ll get ⚠️ dozens of alerts, irrelevant!

CI without context = alert spam.
Real-world data work needs: what changed, why, and what to do.

Learn how 👉 datarecce.io/blog/more-th...

#dataengineering #datadiff #analyticsengineering #datavalidation

Hot take: Automating ALL data diffs by default is backwards 🔥

🤖 Datafold's automation-first vs 🙋Recce's human-in-the-loop philosophy

Getting 50 automated alerts or 5 targeted insights?

See comparison datarecce.io/blog/recce-v...

#DataEngineering #DataValidation #datadiff

Data diff tells you something changed. but NOT:

❓ Was it expected?
⛏️ Worth investigating?
🔗 What depends on it?

Let’s stop mistaking output for insight.
See how 👉 datarecce.io/blog/more-th...

#dataengineering #datadiff #analyticsengineering #datavalidation

Don’t start with what changed. Start with what SHOULD change!

Because not every diff is a problem, and not every problem shows up as a diff.

👉 datarecce.io/blog/more-th...

#dataengineering #datadiff #analyticsengineering #datavalidation

🚨 Data diff isn’t enough.
You’re putting out harmless fires while real metric failures burn unnoticed.

You don’t need more diffing. You need better understanding.
Read 👉 datarecce.io/blog/more-th...

#dataops #datadiff #datavalidation #dataengineering

SQLMesh Data Diff Demo:

www.loom.com/share/a3c8be...

#DataDiff #SQLMesh #DataEngineering #VSCode