A New User Attribute Debugger UI, MCP Oauth, Vis Reaggregation Alpha, and More
September 12, 2025
Validating a complex system of per-user variables can be challenging, so we're building a front end experience to control user attributes for quick debugging and faster modeling even in the most complex deployments.
An early experiment to allow visualization to re-aggregate data. Would make vis more clear and make it simpler to iterate over big, wide tables. Lots of explore here would love thoughts.
A first demo of per-user Oauth combined with the MCP experience.
Now you can combine AND/OR flexibly in your access grants.
Continuing to lift more complex modeling into the UI - now layering in join building to the topic building experience.
We're adding support for more complex Snowflake proxies and also simplifying the keypair config experience.
A sprinkle of additional config for the small multiples chart labels.
Bit of tuning the dbt promotion workflow to improve reliability and quality of pushing down metadata.
We tuned up maps to better highlight the difference between values.
Another internal tools demo for the curious about how we understand performance bottlenecks.
Another internal tools example from improving engineering testing coverage.
User Attribute Debugger UI
Validating a complex system of per-user variables can be challenging, so we're building a front end experience to control user attributes for quick debugging and faster modeling even in the most complex deployments.
Smart Vis Re-aggregation
An early experiment to allow visualization to re-aggregate data. Would make vis more clear and make it simpler to iterate over big, wide tables. Lots of explore here would love thoughts.
Topic UI Join Builder
Continuing to lift more complex modeling into the UI - now layering in join building to the topic building experience.
Snowflake Connection Config Improvements
We're adding support for more complex Snowflake proxies and also simplifying the keypair config experience.
Improving dbt Description Pushdown
Bit of tuning the dbt promotion workflow to improve reliability and quality of pushing down metadata.
Performance Profiler
Internal ToolingAnother internal tools demo for the curious about how we understand performance bottlenecks.
Engineering Test Improvements
Internal ToolingAnother internal tools example from improving engineering testing coverage.