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![BrandGrowthOS Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1807415733069950977.png) Karim Chaanine [@BrandGrowthOS](/creator/twitter/BrandGrowthOS) on x XXX followers
Created: 2025-07-23 22:37:06 UTC

exactly this feeling with mario

X months ago: "analyze restaurant sales data"
mario: crashes on CSV files over XXX rows

today: "find revenue anomalies across XX locations, flag outliers, suggest causes"
mario: done in X minutes with confidence scores

the compound improvements are invisible until you look back at your old workflows and realize they're basically magic now


XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948150407567696104/c:line.svg)

**Related Topics**
[compound](/topic/compound)
[files](/topic/files)

[Post Link](https://x.com/BrandGrowthOS/status/1948150407567696104)