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Comment on: Metabase Data Studio

by [REDACTED]
Posted: Mar 31, 2026
This is my favorite project that Metabase launched, and I use it every day now. It's a set of tools to run your entire data stack inside Metabase: transforms, definitions, lineage, everything.Here's how I use it every day:- Write SQL (and sometimes Python) transforms and save results straight to the database: like cleaning up messy user signup data and combining it with referral info to make a new table I can query everywhere.- Define metrics once so I don’t have to rethink “what counts as active users” every time: now everyone on the team uses the same definition.- Create clean tables I trust: for example, a revenue table that I know is accurate and ready for dashboards without extra checks.- Trace numbers back when something looks off: like seeing exactly which transform or question a dashboard number came from instead of guessing.- Catch issues early: if a column got renamed and a query breaks, I know immediately which dashboards are affected before anyone asks “why is this number different?”Everything in one place.
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Build the semantic layer that makes AI analytics trustworthy