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![Tadanbt Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1807563261333938176.png) @Tadan_bt (Ø,G) ⛺ [@Tadanbt](/creator/twitter/Tadanbt) on x 2102 followers
Created: 2025-07-22 08:01:59 UTC

KAITO AI ALGORITHM UPDATE (Quality Wins) 

My fellow jellies;

Kaito just upgraded the algorithm on mindshare rankings, deprioritizing spammy and repetitive posts, and rewarding deep, insightful content instead. @Kaito now surfaces well-researched takes, analytical commentary, and consistent engagement over quick-hit hype.

Why this matters for the Portal to Bitcoin community:
@PortaltoBitcoin 
• Detailed Testnet v3 analyses and validator deep dives will rank higher.
• Technical breakdowns of badge mechanics and liquidity strategies earn real mindshare.
• First-hand swap experiences and actionable tips get amplified.

How we level up:
• Post long-form threads on dev learnings, metrics, and code insights.
• Engage consistently with follow-up Q&A and performance updates.
• Prioritize one high-signal post over ten generic mentions.

The era of surface-level hype is ending. Quality content is king, and our expertise is our edge. Let’s own this.


XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947567788463136902/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)
[bitcoin](/topic/bitcoin)
[coins layer 1](/topic/coins-layer-1)
[coins bitcoin ecosystem](/topic/coins-bitcoin-ecosystem)
[coins pow](/topic/coins-pow)

[Post Link](https://x.com/Tadanbt/status/1947567788463136902)