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![Halaal_Maxi Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1682512848658808834.png) Cryptic_Ayo 🔬 [@Halaal_Maxi](/creator/twitter/Halaal_Maxi) on x 1352 followers
Created: 2025-07-16 16:42:29 UTC

AI in crypto will flop unless the data layer is:
– Fast
– Reliable
– Queryable
– Verifiable

That’s what @OpenledgerHQ is solving.

Forget prompt engineering and fix your data pipeline first.


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945524450218098891/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/Halaal_Maxi/status/1945524450218098891)