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谈谈对当前行情的看法吧：这次币安被盗事件有点像1011的感觉。币安被盗让大户开始思考币圈真的这么安全么？大资金现在应该考虑如何出金了吧，流动性开始减少。理由：现在币圈离减半还有1年多，目前也没有新的叙事，留在场内的性价比不高且有风险。然后行情也是在11月4号和5号，走出了一段反抽到8万，借着这个点位出货了。（当时1011也有一波反抽到10w附近）最好的解法是7万8应该止损走人。从 2026 年 11 月 5 日（含当天）到现在，美国现货比特币 ETF 累计净流出约 19.07 亿美元，期间连续 7 个交易日净流出。 后续操作：今天btc又破位了，3个月的涨幅都没有了（这段牛初行情），现在不用着急抄底，要抄底也要等btc横盘，时间换空间。

X AI ALGORITHM UPDATE (BIG ONE) 🚨 X updated their open source algorithm yesterday and the biggest number in it is gone: copy link went from 20 to 0 points. Small accounts should focus on: posts people like, reply to and stay on (so stop counting on link copies) tl;dr: - on Nov 13 X's open source code set the score for copying a post's link to 0 - copy link: 20 → 0 - it was the top score in the whole system, 4x a reply - the code also names a "copy link bait" spam check - likes (0.708), replies (5) and DM shares (5) didn't move full details: - The number that's gone Since I started reading X's open source code in August, one number sat at the top: 20, for someone tapping share and copying your post's link. Nothing else came close. As of the Nov 13 release, it's 0. X still guesses who'll copy your link. It just multiplies that guess by 0 now. X didn't explain it. It's just what the code says. (I check the open source algo daily with Claude and share updates with you) - Cross it off your list My own checklist called copy link the biggest number. Last week's post said it too. It was true then. It isn't now. If you saved that list, cross that line out. - The "copy link bait" check X's code now mentions a spam check called "copy link bait". In the code it adds a spam label to the post, and that label already keeps a post out of strangers' feeds. It only shows up in a test, so I can't see if it's running or how strict it is. My read: X saw people baiting link copies, so it turned the score off and built something to catch the bait. That's a read, the code doesn't say why. - Why that matters if you're small If your plan was posts people copy the link to, that plan now earns 0 in X's ranking. A copied link can still bring people in from outside X. It just doesn't push your post up anymore. What still pays: likes at 0.708 (the highest ever), people staying on your post, replies at 5 and back and forth with mutuals at 20. - Also new: photo and video tags If a post has a spam label, people you tag in its photo or video who don't follow you won't get notified. Same idea as last week's rule for replies. - What didn't change Every other score. Your new posts still get their extra push in the first 2 hours and first 200 views, and early likes still pick which one gets it. Here's a recap of what you should be doing: - aim for likes, replies and time spent, the copy link score is gone - a DM share still earns 5, same as a reply or a quote - likes sit at 0.708, never higher - time on your post keeps counting at its best rate yet - 10+ seconds after someone taps in adds 0.385 - write your replies yourself, under big accounts most of all - give people a reason to hang around your profile - in videos the opening seconds carry it, an open alone scores 0 - posts read to the end help X find you strangers - smaller accounts (below 50K) get a shot at a spot near 16 for a fresh original - early likes decide which new post gets that spot - post when your followers are awake, the push lasts 2 hours and 200 views - mutuals going back and forth earn 20, so follow back the regulars - only your originals ever get shown to strangers - like 1 and like 32 each unlock another way to reach strangers - one strong post per feed, your second only counts 62% - clips longer than 10 seconds for the video lists - a post likely to win you a follow gets +4 - give your pinned post a look, it can affect the whole account What you should NOT be doing: - counting on copy link shares, they score 0 now - baiting link copies, the code names a spam check for exactly that - a spam label also stops your photo tags reaching non-followers - AI-written replies under big accounts, "llm slop" is a flag X uses - copy-paste replies, labeled ones skip non-followers' notifications - chasing taps, 0.274 and dropping - drifting off your topic, each probable "not interested" takes 53.07 away - videos people open and leave, the open itself earns 0 - posting at 3am, it wastes the 2 hour push - expecting replies and reposts to reach strangers - an insult label, it hides that post from non-followers - earning a misinfo or low quality label, which adds a warning and locks strangers out of liking or sharing - 3 adult photos or videos among your latest 5 posts, that puts a label on you - forgetting videos get rechecked at 64 and 512 likes - one account label and strangers stop seeing you - pinning a link to a site X rates badly, that can mean a label for a week - posting your own old words again risks the copypasta flag - a low quality link plus tagged strangers reads as spam - bait for engagement, big or small it gets a label - several posts back to back, they split the same feed - hashtag piles, they do nothing - bookmarks for reach, they score 0 - hoping a 3 day old post still lands in For You, it stops at 2 days

Genuinely unhinged, 10 repos turn you into a whole coding-agent platform team. You already pay $20 a month for Claude Code on Pro. These 10 repos are the free platform around it. pick. control. isolate. browse. connect. ship. 01 codex → local coding agent, one curl line to install 02 opencode → swap the model provider without changing your tools 03 goose → extend the agent with 70+ MCP tools on install 04 OpenHands → one canvas for Claude Code, Codex and any ACP agent 05 warp → terminal app running Claude Code, Codex and Gemini CLI 06 sandbox-agent → drive any agent inside a sandbox over plain HTTP 07 E2B → run agent-written code in isolated cloud sandboxes 08 browser-use → hand the agent a real browser session on any LLM 09 agent-client-protocol → one wire format between any editor and any agent 10 claude-code-action → Claude Code answers PRs and issues in GitHub Actions pick → control → isolate → browse → connect → ship. One rule: Warp runs AGPL, the rest are MIT or Apache. Sandboxes and cloud tiers bill on your own key. Before this, one agent lived in one tab. Now the platform wraps around it.

😱卧槽，这20 个仓库组成了一个动效工作室！？！ 给 Opus 5.2 用的 20 个工具和 Agent Skills ⬇️ 节奏、变形、绑定、物理、粒子。 01 Remotion Skills → 给 Agent 做视频的指引 02 Anime.js → 时间线和交错动画 03 Motion → 布局过渡 04 React Spring → 弹簧物理 05 Motion Canvas → 动画讲解 06 Manim → 把数学动起来 07 mo.js → 爆发和形状特效 08 Flubber → 平滑的形状变形 09 KUTE.js → SVG 补间 10 AnimXYZ → CSS 编排 11 Lottie Web → 矢量动画播放 12 Rive Runtime → 可交互的状态机 13 Inochi2D → 2D 木偶动画 14 OpenToonz → 手绘动画 15 Synfig → 矢量补间 16 Blender → 绑定和角色动画 17 Three.js → 会动的 3D 场景 18 Godot → 游戏动画系统 19 Matter.js → 2D 刚体物理 20 tsParticles → 粒子动画 想法 → 关键帧 → 运动 → 打磨 → 渲染。 去做点值得看的东西吧 ↓

Herkes için eşitlik diyoruz ‼️ Aynı sistemde, benzer koşullarda çalışan insanlara bir günlük farkla 17-20 yıl uçurum yaratmak adalet değildir. @EmadDernegi #KademeAlacaklı#

MICROSOFT'S OWN SERVERS STARTED DROPPING OFFLINE — 128,874 OUTLOOK OUTAGE REPORTS — IN ORDER: → 12:54pm ET, Nov 12 — Microsoft investigates: users can't get into Exchange Online mailboxes in the Americas, via multiple connection methods → 1:07pm ET — Microsoft says it may hit users in any region — not just the Americas → 1:09pm ET — Outlook outage reports peak at 128,874 — Teams and Copilot reports climb → 2:12pm ET — Microsoft pauses all deployments → 2:31pm ET — servers are unexpectedly down, the rest are STRAINING By 2:50pm ET, servers were failing health checks. Not a traffic surge. Not a rush of users. Microsoft's own machines quit — and the whole workday waited. That's the sequence. And the app list in that outage tells you everything about what this is actually about: → The work inbox → The AI assistant inside Office → The office suite with 321 million active users This isn't just an email outage. It's a world office on wheels — and it stalled because the fleet wasn't done failing. 2:50pm ET: Microsoft restarts all affected servers. When Microsoft names what knocked those servers out, you'll wish you'd followed me.

When the telephone was first invented, people didn’t really know what to use it for. Some guesses: audio for telegraphs (finally!), or a primitive radio for listening to live music. Then its users started finding their own answers. @JamesGleick, bestselling author of Chaos and The Information, joins @smc90 and @rhackett to talk about The Telephone: A New History — and how users help decide what a new technology becomes. In this episode: 00:00 – Introducing James Gleick 02:07 – The messy invention of an inevitable technology 08:15 – How network effects changed the telephone 14:29 – How farmers built a decentralized phone network from barbed wire 17:20 – What Mark Twain missed while eavesdropping on his wife’s calls 20:12 – To play monopoly or not? 31:22 – Open vs. closed systems 37:17 – What made Bell Labs (and Xerox PARC) more than one-hit wonders? 41:20 – Scientists, tinkerers, and the conditions for invention 47:22 – Debating whether AI is a fourth industrial revolution 52:11 – How technology changes the way we think 59:55 – From “ahoy” to “hello, world”

I have asked Vice President Vance to focus his complete and total attention on the Massive Corruption and Crime taking place in Democrat run Cities and States throughout the U.S. The Blue States, such as Minnesota, California, Illinois, and many more, are all poorly run, corrupt disasters. Billions of Dollars is being stolen each and every month. Our Budget could be quickly BALANCED with the correction of this large scale criminal activity. CORRUPTION is in the Democrat Leadership’s blood! We don’t need a deal with Iran. Those days have long since passed. We’ve got their money, Hundreds of Billions of Dollars, and we’ve got their Strait! Thank you for your attention to this matter. President DJT ( TS: Nov 12 2026, 8:07 AM ET )