0xsammi

Growing @HemeraProtocol
Physics @Cambridge_Uni
3x Master’s by 22. Still learning.

[0xsammi @etudiantsam]

In the AI era, once a question is clearly asked, it’s basically already solved.

[0xsammi @etudiantsam]

Celebrating Ethereum.
We are here to believe in something.

[0xsammi @etudiantsam]

n8n做agent有种梦回20年前在qq空间写代码做特效的感觉。

那时候还上了qq空间首页推荐榜。

[0xsammi @etudiantsam]

@bboczeng 搞之前得看看法院都是哪里毕业生

[0xsammi @etudiantsam]

今日开课！@HemeraProtocol 与 @OpenBuildxyz 联合推出免费链上数据课程！帮助大家快速掌握链上分析核心技能，扫码报名。

[0xsammi @etudiantsam]

Loved hosting this podcast on breaking into Web3.
Over 4,000 developers tuned in — and 50 took the leap to sign up for the course.
Sometimes, the right conversation is all it takes to spark a new beginning.

[OneBlock+ @OneBlock_]

https://t.co/vPS7NQRRw2

[0xsammi @etudiantsam]

@imxy007 @tinyxiong_eth @xrdavies 山不一定会消失，好在有 OpenBuild 开始动第一锹土。

[0xsammi @etudiantsam]

很开心和 Ian 一起喝茶聊天，聊了很多关于社区文化的思考。
做这个播客，是希望让更多人看到这个行业里有不少人专注技术、脚踏实地在做事。
也希望借这个频道，和更多有趣的人聊聊他们在关心、在思考的事情。

[Ian X 🦀 🐍 @imxy007]

月初跟 @etudiantsam Sammi 聊了新人如何加入 Web3 和社区的话题，后面跟 @tinyxiong_eth 熊哥和 @xrdavies Frozen 借着 OpenSpace 100 期 这个的契机又深度讨论了一下入门和快速成长的话题。最后感觉 “人心中的成见是一座大山”！
👇下面附上这两次分享链接，希望对新人有帮助，后面可以找时间再系统化输出一下相关的内容。

1️⃣ Web3社区与求职：https://t.co/aY3PL3WjWX
2️⃣ Web3 开发者如何入门和加速成长：https://t.co/w8rVUIqbG7

[0xsammi @etudiantsam]

@timtimtim_eth 发个$love吧

[0xsammi @etudiantsam]

2/ Early Price Reaction Matters

💡 If price reacts strongly early, more Smart Money tends to follow.

[0xsammi @etudiantsam]

2/
More Smart Money = Better Performance

The more Smart Money wallets accumulate a token over time, the stronger the price performance tends to be.

[0xsammi @etudiantsam]

Worked with 0G, Story, Taiko, and Magpie on their airdrops.

If you're planning one and worried about sybils — DM me.

[Hemera @HemeraProtocol]

Bull market is back. Airdrops are flying. So are the sybils.

Before you reward the wrong users, get your list audited.

✅ Sybil detection
✅ Cross-chain behavior scoring

We’ve audited millions of wallets. You should be next.

DM us.

[0xsammi @etudiantsam]

The tariff narrative is fading.
It’s AI for growth, gold for safety.
BTC = both.

[0xsammi @etudiantsam]

6/
🟢 Pros of public disclosure:

-Signal is provably strong

-Builds product credibility and attention

-Users can independently verify and follow

🔴 Cons:

-Wallets will adapt.

-Clusters may split, rotate, or inject noise.

-The edge degrades.

[0xsammi @etudiantsam]

5/
But here’s the hard part:

Once you've identified these wallet clusters...
Do you reveal them?

There are real tradeoffs.

[0xsammi @etudiantsam]

3/

We don’t just copy every wallet with a win.

We filter out snipers, sybils, and spam — only surfacing wallets with consistent PnL and real behaviour.

You don’t need to label a single wallet.

We’ve done the hard work.

[0xsammi @etudiantsam]

2/

Identifying wallet clusters is our bread and butter.

We’ve audited millions of wallets across chains.

The same unsupervised ML we use for airdrop detection is now powering real-time trading signals.

It’s the best smart money feed you’ll find.