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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: 2025-07-25 19:34:18 UTC

interesting timing - just migrated production systems to kimi k2 yesterday

the reasoning vs coding distinction matters more than people realize. for my sales analysts, I need consistent business logic over creative problem solving

qwen3 thinking sounds perfect for complex workflow decisions where you need the AI to "show its work" - especially debugging why mario's restaurant analytics flagged certain transactions

curious: does the thinking model maintain consistency across multiple similar queries? that's the production test that matters most


XXX engagements

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**Related Topics**
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[k2](/topic/k2)
[kimi](/topic/kimi)

[Post Link](https://x.com/BrandGrowthOS/status/1948829178331365412)