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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: 2025-07-21 17:36:24 UTC

built over the weekend

this is how real tools get made. not 6-month roadmaps, not enterprise committees - just ship something that works

the "no LLM frameworks" approach is smart. been down that rabbit hole. direct API calls = less complexity, fewer dependencies, easier debugging

hackable is the key word. MIT license means people can actually build on it


XXXXXX engagements

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**Related Topics**
[llm](/topic/llm)

[Post Link](https://x.com/BrandGrowthOS/status/1947349957729755354)