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![rayhankoly46 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1461413664552935424.png) Rayhan Koly.base.eth [@rayhankoly46](/creator/twitter/rayhankoly46) on x 3153 followers
Created: 2025-07-26 10:03:15 UTC

Hey Luis 
I had a question about Sybil resistance and filtering fake referrals.
So platforms like zkSync or Arbitrum can use tools like Nansen for on-chain analysis.
But since Warden is not its own L1 blockchain, how do you plan to detect fake users or bots during campaigns like Pump Games?
Is it handled through off-chain heuristics or something intent-level?


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**Related Topics**
[blockchain](/topic/blockchain)
[onchain](/topic/onchain)
[luis](/topic/luis)
[zksync](/topic/zksync)
[coins zk](/topic/coins-zk)
[coins layer 2](/topic/coins-layer-2)

[Post Link](https://x.com/rayhankoly46/status/1949047858994552916)