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Markets go up and down. Stablecoin transfers on TRON keep settling every second, around the clock. We keep building.
Claude 这个 Building Always on Agents,实际是 Personal Agent的最基本的设计模式。 之前在 raft build 上就看到类似的设计。
🚨 THIS IS WHY BITCOIN KEEPS CRASHING BELOW $67,000 If you still think Bitcoin trades like an asset whose price is determined purely by spot supply and demand, you need to read this carefully. Because that market no longer exists. What you’re watching right now is NOT normal price action. This isn’t just an AI stock sell-off. This isn’t just hotter inflation. And this definitely isn’t retail suddenly deciding to dump Bitcoin at the exact same time. Most people have no idea what is actually happening. And by the time it becomes obvious, the damage is usually already done. This didn’t start today. It has been building underneath Bitcoin for YEARS. And now it’s accelerating. Here’s the truth: Bitcoin still has a hard cap of 21 MILLION coins. But Wall Street can create almost unlimited financial EXPOSURE around those coins. That distinction changes everything. Because once derivatives dominate short-term price discovery... Bitcoin stops trading purely on who wants to own the actual coins. It starts trading on: 1) LEVERAGE. 2) HEDGING. 3) MARGIN. 4) LIQUIDATIONS. 5) FORCED SELLING. And that is exactly what is happening right now. It’s the same mechanism that repeatedly drives violent moves in: → Gold → Silver → Oil → Stocks Once derivatives become large enough, spot buyers are no longer the only force setting the price. And this is the part almost nobody understands: Bitcoin’s scarcity didn’t disappear. But scarcity alone no longer controls the SCREEN PRICE. Wall Street built an entire financial layer on top of Bitcoin: → Cash-settled futures → Perpetual contracts → Options → ETFs → Broker lending → Swaps → Wrapped BTC The 21 million cap controls the COINS. It does NOT cap the amount of leveraged exposure that can be created around them. And once that leverage starts unwinding... The market doesn’t care what the long-term thesis is. It SELLS. Look at what just happened: Over $1.9 BILLION in leveraged crypto positions wiped out in 24 hours. More than $1.1 BILLION liquidated in Bitcoin alone. Spot Bitcoin ETFs have already seen roughly $1.9 BILLION in outflows this month. Once leveraged selling overwhelms real buyers, price stops responding only to long-term demand. It starts responding to positions. Hedging. Margin calls. And cascading liquidations. Wall Street does not need to own millions of physical Bitcoin to push the market around. It only needs enough derivatives exposure and enough leverage sitting in the wrong place. The playbook is brutally simple: 1st: Build enormous leveraged exposur 2nd: Push price through obvious liquidity 3rd: Trigger stops and liquidations 4th: Forced selling pushes price even lower 5th: Buy back into the panic 6th: Repeat THIS is why Bitcoin can lose thousands of dollars while the number of coins on-chain barely changes. The coins didn’t suddenly disappear. The PRICE DISCOVERY mechanism changed. That’s what people are missing. Bitcoin is still scarce. But the financial claims built around Bitcoin are NOT. And when leverage controls the marginal trade... 21 million coins can behave like a market with FAR more supply than 21 million coins. That’s not the Bitcoin market retail thinks it is trading. That’s a WALL STREET PRICING SYSTEM built on top of Bitcoin. You can choose to ignore it. But don’t pretend nobody warned you. Bitcoin is now trading around $66,600, its lowest level since August and roughly 48% below the $126,200 high. If $65k breaks, the next level I’m watching is $62k. Reminder: I called the Bitcoin top at $126,000 and told you to start buying again around $60,000. The next call will matter even more. When I EXIT the markets completely, I’ll post it here publicly like I always do. Turn notifications on. If you’re not following yet, you’ll understand why that was a mistake later.
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BREAKING: SpaceXSI completes MiniHard construction in just ~5 months, with Gun Range targeting a ~4-month build. According to SemiAnalysis, SpaceXSI is roughly halving construction timelines while most comparable projects face 8–12 month builds. • MiniHard: Construction finished in approximately 5 months. • Gun Range: The new site just south of the Tennessee–Mississippi state line is targeting approximately 4 months of construction. • Colossus 1: Its first retrofit delivered 150 MW of capacity in 122 days. • Colossus 2: A subsequent retrofit delivered 210 MW in just 91 days. • Project SPAM: Work started October 5, with the first capacity targeted for December. • Massive expansion: SemiAnalysis projects the Memphis–Mississippi campus will grow from 0.4 GW of IT capacity in January to 2.4 GW by the end of 2026. That would be a sixfold increase in one year. • Five major projects: The expansion spans Macrohard, MiniHard, Macroharder, Project SPAM and Gun Range. • Tesla powering the scale: SemiAnalysis reports 1,377 Tesla Megapacks across Colossus 2, providing nearly 6 GWh of battery storage. The construction timelines and capacity forecasts are SemiAnalysis estimates, with future milestones still targets. Elon Musk’s teams are bringing extraordinary speed and scale to the infrastructure powering AI.
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I LAUNCHED A GROK BOT TERMINAL OVERNIGHT, GAVE IT $44.82 AND STOPPED ASKING AI WHAT IT WOULD DO. BY MORNING IT HAD $11,643.21 AND SIX AGENTS LOGGING EVERY TRADE I spent a year asking agents what they'd trade and watching the chat scroll. Last weekend I built the thing that actually trades, in Grok Bot, with no code I touched by hand. The six agents share one screen, each one job: > scanner reads new token pairs and volume spikes > rug check filters suspicious tokens before anything executes > sizer sets position from account equity, not a fixed ticket > executor opens and closes with slippage tracking > logger writes the reason behind every trade > equity curve updates on every close I went to bed on $44.82 and left the laptop open on the dashboard. By morning the balance read $11,643.21. Every trade on the activity feed had a reason next to it and a line in the log. That's the shift I didn't see coming. Not that an agent made money overnight. That I stopped being the one asking "would you long this?" and started being the one reading the log of what already happened. Starting balance: $44.82 Current balance: $11,643.21 Grok Bot built the terminal, the agent architecture and the dashboard. I described what I wanted and the thing went live. The full build is in the article below ↓ The whole build is in the post below ↓ Comment " Grok_Bot " 2️⃣ Like and Repost 3️⃣ Follow me @Nexa_Tech_Ai I'll DM you the complete setup.
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资深工程师写代码前后有一套流程:先写 spec,再拆任务,测过才算数,合并前过一道 review。现在这套流程被打包成了 Skill,可以直接装给 Claude Code 这类写代码的 agent。 仓库叫 agent-skills,作者是 Addy Osmani。这周涨了 3502 星,总数到了 11.7 万,MIT 许可。 它把开发拆成六段:定义、计划、构建、验证、评审、上线,每段都有对应的斜杠命令。/spec 先把要做什么写清楚再动代码;/plan 把活切成很小的原子任务;/build 一次只做一片;/test 拿测试当证据,跑过了才算完成。 另外几个也实用:/webperf 先测量再优化,/code-simplify 要的是写得清楚,不是写得巧。最值钱的是 /constraints,质量标准定一次,之后每一步都按它卡。 按作者的说法,这些 Skill 记的是资深工程师的工作流和质量关卡,打包起来是为了让 agent 每个阶段都稳定照做。 agent 最常见的毛病就是一上来就写代码,一口气改一大片。这套东西正好反过来,把动手前和合并前那几步补了回去。 在 Claude Code 里它们是作为插件命令装进去的。/review 和自带命令重名,用的时候要带上命名空间。
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Zambia has started connecting 751 health facilities across all 10 provinces with Starlink, and the first 90 kits went to Western Province. There's something poetic about where they started. Every year at the end of the rainy season the upper Zambezi floods the Barotse plain, and for centuries the Lozi king has left his compound at Lealui by royal barge and moved to higher ground at Limulunga. The ceremony is called Kuomboka. In Lozi it means "to get out of water." Now picture running fiber or building towers across land that turns into a lake for part of every year. A Starlink dish only needs a clear view of the sky, so the water below stops being the problem. In March 2020, months before Starlink had its first beta users, Elon Musk said it would serve the 3 or 4 percent hardest-to-reach customers, people with no connectivity or really bad connectivity. Six years later, with funding from the Global Fund through Zambia's Ministry of Health, clinics on one of Africa's great floodplains are being brought into the country's electronic health systems from orbit.
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What's happening at Starbase, Texas is truly incredible. Deep in south Texas, Musk and his team have pulled in some of the most brilliant people on Earth to make space travel as normal and boring as air travel. The energy there is just insane. It feels like a modern day Manhattan project, but built for peace not war. The building pictured below is the actual factory where they build Starship, like a car factory for spaceships. You probably wouldn't have guessed it, since it looks like a nice office building. Most factories are cold and industrial but Starfactory feels warm, clean, with design touches that make you feel like you're in Silicon Valley. There's something really special happening here. I envy everyone who gets to work here and live here. Most people never get a chance to devote themselves to something so meaningful, something that potentially bends the river of human history. It kind of feels like a college town, except everyone's building spaceships instead of going to class.
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每周一次的分享来啦!YFSX VIN,跑了四年多了,确实很稳、而且越看越觉得参与YFSX VIN本质上就是在创业! 为什么这么说呢? 真正的创业,核心不是“开一家公司”,而是拥有资产、参与决策、分享增长。YFSX VIN把这三件事做了彻底的去中心化与自动化。 以前一说创业,脑子里就是拉团队、找钱、搞牌照、租办公室,股权还会被稀释,管理一堆内耗,退出还得等好几年。 这个项目倒是把逻辑给改了:你往池子里添加流动性(当LP),就相当于直接投钱进去当“股东”了。交易产生的手续费会自动按规则回流分红,不是那种短期挖矿发奖励,更像是协议自己在赚钱然后分给你。用的人越多、池子越厚,你分到的就越多。 持有YFSX还能参与治理,链上投票决定协议升级这些事,没有董事会、没有创始人一票否决。门槛低到离谱,装个钱包连上BSC,在PancakeSwap或者Uniswap加个流动性就能开始,全球谁都能玩,想撤就撤,想卖就卖,24小时都行。 对比传统创业,门槛降低(钱包+资金),所有权清晰透明,收益分配无中间层损耗,运营负担几乎为零,可随时退出,失败风险更可控...... 安全跑了四年多,经过CertiK和Hacken审计,所有权也放弃了,相对靠谱一些。现在主要在搞主流资产的流动性挖矿,以后还打算加借贷、安全模块这些。 当然风险也还在,价格会波动,有无常损失,市场啥样说不准,交易量和应用深度也还有提升空间。所以别盲目冲,先去看看合约和数据,看看自己能不能扛得住波动再决定要不要参与。 如果你正在寻找长期的价值增长,想了解更多信息,你可以加入Alpha YV Builders 群以获得社区正在进的活动和更多资讯。 官方网站: 社区X 官方账号: Telegram电报群 : YouTube 频道: $YFSX 合约地址:0xb7ec60cf8ef96ed48b119277bc7a954a87f27388 $VIN 合约地址:0x85e43bf8faaf04ceddcd03d6c07438b72606a988
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fable真牛逼,是我偏见了,5分钟给我做了个mev。 find机会模拟,丢大小堆,然后截取前面多少个,try catch, chain上不回滚的利润累计 99.99%给builder,感觉要失业了。 权威fable
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