2077

[H.E. Justin Sun 👨‍🚀 🌞 @justinsuntron]

https://t.co/nLMTwWr67Z

[Clash @ClashbyHako]

我们的macOS版本在美区免费排行榜第一名，诚惶诚恐，还在努力改bug中，大家可以关注我们电报围观作者第一时间滑跪改bug的现场。

电报群：https://t.co/9RrU0JP9Pv
macOS官网：
https://t.co/CyzQCpdREK

发自作者颤抖的小手🙇‍♂️继续忙去了

[リョウ・老梁 @corndogjpn2]

没事多去买点破烂。

我现在充分理解一种心情：

有快递还没收，绝对不能自杀。

哪怕是拼多多闲鱼的破烂，也会带给你收获感，让你感觉人生还是有一丢丢希望。

[リョウ・老梁 @corndogjpn2]

我也买了一个 @lewangx 的开发板名牌。

好不好玩另说，99的esp32带外壳还要啥自行车。

之前想买个瑞芯微玩。一看开发板鲁班猫之类的，都暴涨到1300+了

2026年做硬件最大的门槛已经被AI抹平了，我都想重操旧业搞开源硬件玩了。

[Fenng @Fenng]

转而告知

[2077 @DevilMayCry2077]

手机游戏性能大横评：厂商作弊太疯狂！ https://t.co/wNsOvVfoD9 来自 @YouTube

[Molly Cantillon @mollycantillon]

THE PERSONAL PANOPTICON.

A few months ago, I started running my life out of Claude Code. Not out of intention to do so, it was just the place where everything met.
And it just kept working.

Empires are won by conquest. What keeps them standing is something much quieter.

Before a king can tax, he must count. Before he can conscript, he must locate. Before he can rule, he must see. Legibility is the precondition for governance.

The pre-modern state was blind. It knew precious little about its subjects, their wealth, their landholdings and yields, their location, their very identity. So it built the apparatus of sight: censuses, surnames, maps. Over centuries, the invisible became visible, the illegible became legible, and populations that could be seen could finally be controlled.

Now, you are one of n: tracked, monitored, studied by systems you cannot access, much less interrogate. Data is siphoned for purposes you will never fully know. The arrangement is brutally asymmetrical: visibility without reciprocity. A panopticon whose gaze travels outward and never back.

The watchtower has multiplied. Today, corporations harvest terabytes of behavioral exhaust, gatekept behind competitive moats, legible only to algorithms optimizing against your interests. Corporate legibility is created by closed joins: they can join your behavior to their ontology, but you can’t join your own behavior across systems.

We are drowning in data about ourselves and yet we remain catastrophically blind.

Thousands of messages across twenty inboxes. Notifications exile you to a perpetual state of Do Not Disturb. A WHOOP recovery score that decides your mood. Commitments that exist in six places and cohere in none. You are the most measured human in history and the most opaque to yourself.

States built legibility infrastructure to govern. Corporations built it to sell. Neither gave you the keys to the tower.

The first thing Claude solved was product blindness. NOX now runs on a cron job: pulling Amplitude, cross-referencing GitHub, and pointing me to what needs building. It handles A/B testing, generates winning copy, and has turned customer support into a fully autonomous department.

Once I saw this was possible, I chased it everywhere. Email, hitting inbox zero for the first time ever, with auto-drafted replies for everything inbound. Workouts, accommodating horrendously erratic travel schedules. Sleep, built a projector wired to my WHOOP after exactly six hours that wakes me with my favorite phrases. Subscriptions, found and returned $2000 I didn’t know I was paying. The dozen SFMTA citations I'd ignored, the action items I'd procrastinated into oblivion. People are using it to, I discovered, run vending machines, home automation systems, and keep plants alive.

The feeling is hard to name. It is the violent gap between how blind you were and how obvious everything feels now with an observer that reads all the feeds, catches what you've unconsciously dropped, notices patterns across domains you'd kept stubbornly separate, and—crucially—tells you what to do about it.

My personal finances are now managed in the terminal. Overnight it picks the locks of brokerages that refuse to talk to each other, pulls congressional and hedge fund disclosures, Polymarket odds, X sentiment, headlines and 10-Ks from my watchlist. Every morning, a brief gets added in ~/𝚝𝚛𝚊𝚍𝚎𝚜. Last month it flagged Rep. Fields buying NFLX shares. Three weeks later, the Warner Bros deal. I don't always trade, sometimes I argue with the thesis. But I'm never tracking fifteen tabs at 6am anymore.

It feels borderline unfair seeing around corners, being in ten places at once, surveilling yourself with the attention span of a thousand clones.

A panopticon still, but the tower belongs to you.

A few weeks ago, five friends and I tore into the Epstein files the night they dropped. Thousands of documents parsed into a searchable index: flights, texts, photos, Amazon purchases, properties. By 4am, sleep deprivation bled into something stranger: the disbelief that it just kept working. We were outpacing entire newsrooms. By 7am we shipped Jmail. 18 million people have since searched an inbox that belonged to a dead man. A decade ago this would have taken a team and a quarter of runway. We did it in one night, on pure adrenaline and tools that finally match the pace of ambition.

Over Christmas, I watched my parents learn the command line. These are people who never migrated off Microsoft Teams, who treat software updates as personal attacks. I didn't pitch it as coding. I set up an alias, just `𝚌`, and said:  'Type what you want to happen in plain English.' My mom stared at it for a minute, then typed: 'Show me everyone who hasn't paid an invoice in the last 90 days.' She looked at me like I'd performed a magic trick. Within days, they were running my dad’s accounts receivable through it. For twenty years, software made them feel stupid. Now they tell it what to do.

When you have an entire model of reality around certain things being hard that shifts for the first time, the world unravels.

This is the default now. The bottleneck is no longer ability. The bottleneck is activation energy: who has the nerve to try, and the stubbornness to finish. This favors new entrants. People who question unquestioned assumptions because they don't know any better. The founders who sprint through walls and will their dogged pursuits into existence.

Here’s what my tower looks like mechanically. I run a swarm of eight instances in parallel: ~/𝚗𝚘𝚡, ~/𝚖𝚎𝚝𝚛𝚒𝚌𝚜, ~/𝚎𝚖𝚊𝚒𝚕, ~/𝚐𝚛𝚘𝚠𝚝𝚑, ~/𝚝𝚛𝚊𝚍𝚎𝚜, ~/𝚑𝚎𝚊𝚕𝚝𝚑, ~/𝚠𝚛𝚒𝚝𝚒𝚗𝚐, ~/𝚙𝚎𝚛𝚜𝚘𝚗𝚊𝚕. Each operates in isolation, spawns short-lived subagents, and exchanges context through explicit handoffs. They read and write the filesystem. When an API is absent, they operate the desktop directly, injecting mouse and keystroke events to traverse apps and browsers. 𝚌𝚊𝚏𝚏𝚎𝚒𝚗𝚊𝚝𝚎 -𝚒 keeps the system awake on runs, in airports, while I sleep. On completion, it texts me; I reply to the checkpoint and continue. All thought traces logged and artifacted for recursive self-improvement.

Sometimes the tower has a landlord. Anthropic sees every query you make. The value exchange is explicit: their visibility into your thinking for access to a thousand-clone attention span. In this case, chosen beats imposed. For now, that's enough.

There is a case for productive illegibility. For forgetting, for serendipity, for negative capability—the dark fiber in ourselves that loses something the moment you start measuring its throughput. Goodhart says optimize for a metric and you game your way to hollow victory. High modernism tried to iron the world into a grid, and killed what made it work. These failures share a structure. The map-maker doesn't live in the territory. When WHOOP says recovered and I feel like death, I notice. When the ~/𝚝𝚛𝚊𝚍𝚎𝚜 thesis is wrong, I lose money. Metis, the local knowledge that external schemes delete, is what built the grid here. There's a meta-level outside the system, self-authored and continuously revised, that argues with the brief for days, notices when a metric has become a game, that can delete ~/𝚑𝚎𝚊𝚕𝚝𝚑 tomorrow if it stops serving. Goodhart operates when you can't escape the loop. We must continue to live outside it.

I felt that tension most clearly watching Pluribus, where eight billion minds are joined into one consciousness. Only thirteen remain outside including Carol, the resistant misanthropic protagonist you want to root for, even if the hive offers peace, equity, and the end to all crime. An LLM already feels like that: a lossy compression of humanity speaking in one voice. When your whole life runs inside a Claude Code directory, you feel the pull toward the merge. The price is quiet but total. You trade away what is yours alone, the private texture of emotion, the right to be wrong, your jagged iconoclasm. Opt out and you fall behind. Take the tower early. Do not let it take you.

We are early on a big open secret. Karpathy put it correctly, failing to claim the boost now feels decidedly like a skill issue.

For centuries, legibility flowed one direction: upward. You were the subject. Institutions were the seer. In this quasi-libertarian arbitrage window, that direction has reversed. The tools of synthesis belong to the individual now.

Govern yourself accordingly.

[凡人小北 @frxiaobei]

美团把部分前端整体转到后端做全栈。

这类组织结构的变化在 AI 时代就是必然的，现在开始规模化落地了。直觉明年会看到越来越多类似的动作。

AI Coding 有三个趋势已经压不住了：
1. 某些产品线要快，组织会自然偏向全栈，能单点闭环的就更有价值。
2. 岗位边界在快速消失，前后端只是历史阶段的分工，不是未来的分工。
3. 能闭环的人越来越贵，不能的人越来越难，这是现实也是趋势。

防喷补充：岗位不会消失，但岗位形状正在重塑。

挺值得观察的一个趋势。

[尤雨溪 @yuxiyou]

现在看到大家讨论框架我就笑笑

[Huazong @realhuazong]

Sigh. A year and a half ago, I traveled to Europe and America when many companies were still fighting to adjust to a rollback of globalization. Today, everything's changed. No matter how long Trump stays in office, the world is irreversibly sliding toward collapse and confrontation. We're all in for the impact—take care.

[陈少举 （🦣 @[email protected] ） @chenshaoju]

非常有意思，基本实现了自动化。

[Andy Stewart @manateelazycat]

不知不觉2.1万粉丝了， 感谢推友们的支持。

从第一次工作2005年开始， 今年是工作的第20年。

第一份工作是图书管理员， 第二份是J2ME手机游戏开发， 第三份是自己创建了服装厂， 第四份工作是花了8年时间创建了 Deepin Linux 干到国内第一， 第五份工作是创建了武汉锂钠氪锶做了懒猫微服。

过去的20年是我快速成长， 学习Linux、Emacs和商业的20年， 当年的辛酸现在看起来都是美好的回忆和经历， 感谢过去的困难造就了如今勇敢的我。

大家有啥感兴趣的， 我能分享的东西， 我无偿分享给大家， 欢迎大家访问我的开源博客 https://t.co/3BQJtn5GzN 距今已经写了10年， 写了421 篇博客 116 万字。

[2077 @DevilMayCry2077]

还记得你何时加入 X 吗？我知道！#我的X周年纪念日

[Tinyfool @tinyfool]

比亚迪和宁德时代的例子其实不太好，他们走的是试图垄断，然后再赚高额利润的模式，只是目前有量上的垄断，但是还不足以消灭竞争者而已。

[Tinyfool @tinyfool]

日本是在人均gdp登顶后，进入老龄化社会的。我们是在人均gdp在发达国家1/4的时候，进入老龄化社会的。所以，日本是先富再老，中国是未富已老。中国未来的社会问题，显然会比日本当下面临的要剧烈得多和残酷得多

[Baye @waylybaye]

Gumroad 宣布不再招聘初级甚至是中级工程师了，用 AI 来完成编程任务。

而我还没能成功让 AI 在已有代码库上自主完成任意一个 feature 的开发 😂 我对 AI 编程的理解还是太落后了。

[Huazong @realhuazong]

https://t.co/chvE56AutA

[61 @liuyi0922]

安利个 APP，我的新项目

[阑夕 @foxshuo]

赞

[Huazong @realhuazong]

The greatest joy of the day!