Case-Insensitive Primary Keys, Faster Column Dependency Search

How viadukt Built Trust at Scale: From Manual Data Checks to Systematic Validation

viadukt, a rising German renovation platform, reduced customer data complaints by 70%, cut data team firefighting from over 80% of their time to less than 15%, and sped up data review cycles. Read the full case study.

Enhanced Query Diff with Primary Keys for Snowflake Users

We’ve added case-insensitive search in the primary key dropdown so now you can type in any case and get matching suggestions with the correct case formatting.

Thanks to @GClunies for the great suggestion that made the UX smoother and helped users avoid the tricky case-mismatch issues!

Faster Column Dependency Search for Recce Users

We’ve replaced the recursive DFS in ‎find_column_dependencies with an iterative approach using a stack, making it 233% faster. Now, big and complex graphs run quicker, and you won’t hit Python’s recursion limit.

Thanks to @misrasaurabh1 for the smart optimization—less waiting, more data wrangling!