Licheng Mao

Building networks with AI and coding capability.

[Licheng Mao @mlc97]

还记得你何时加入 X 吗？我知道！#我的X周年纪念日

[Licheng Mao @mlc97]

@XiaoTian258 所有Wi-Fi路由器的广播都是带有国家码的，如果能搜到Wi-Fi，不需要连上也能判断所在国家/地区

[Licheng Mao @mlc97]

今天翻银行记录，居然发现去年收到了Facebook隐私诉讼的赔款。

[Licheng Mao @mlc97]

不只是字体，感觉未来所有的计算机软件都是同样的困境。

[南池子 @SouthChizi]

有不少司法辖区奉行的主张是只保护font（字库），不保护typeface（造型），知名的例子就是日本和美国。这就导致照葫芦画瓢的仿制行为是不触犯法律的——只要你不侵犯字库作为电脑软件具有的各项权利。

这在AI时代无疑面临重大挑战，因为成本实在太低了，动动手指启动模型就能用你的设计成果。

[Licheng Mao @mlc97]

CF Email Sending 可以用了！

[Licheng Mao @mlc97]

发现一条真香链路👀。

[蓝点网 @landiantech]

Cloudflare 邮件发送服务 Email Sending 将在 4 月 16 日开始公测，Workers Paid 订阅每月免费 3000 封 (不支持纯免费用户发送)，超额部分每 1,000 封收费 0.35 美元，约合人民币 2.39 元。

该服务在 2025 年 9 月开始小范围私下测试，现在即将面向所有开发者进行公测，可以直接在 Workers 中发送和接收邮件。

查看详情：https://t.co/G5Ei9O5AtD

[Licheng Mao @mlc97]

Meth or Mythos.

[Karl e/acc @immortal_00994]

A家能不能给我们普通人吸一口mythos，看起来味道很正啊

[Fuli Luo @_LuoFuli]

Two days ago, Anthropic cut off third-party harnesses from using Claude subscriptions — not surprising. Three days ago, MiMo launched its Token Plan — a design I spent real time on, and what I believe is a serious attempt at getting compute allocation and agent harness development right. Putting these two things together, some thoughts:

1. Claude Code's subscription is a beautifully designed system for balanced compute allocation. My guess — it doesn't make money, possibly bleeds it, unless their API margins are 10-20x, which I doubt. I can't rigorously calculate the losses from third-party harnesses plugging in, but I've looked at OpenClaw's context management up close — it's bad. Within a single user query, it fires off rounds of low-value tool calls as separate API requests, each carrying a long context window (often >100K tokens) — wasteful even with cache hits, and in extreme cases driving up cache miss rates for other queries. The actual request count per query ends up several times higher than Claude Code's own framework. Translated to API pricing, the real cost is probably tens of times the subscription price. That's not a gap — that's a crater.

2. Third-party harnesses like OpenClaw/OpenCode can still call Claude via API — they just can't ride on subscriptions anymore. Short term, these agent users will feel the pain, costs jumping easily tens of times. But that pressure is exactly what pushes these harnesses to improve context management, maximize prompt cache hit rates to reuse processed context, cut wasteful token burn. Pain eventually converts to engineering discipline.

3. I'd urge LLM companies not to blindly race to the bottom on pricing before figuring out how to price a coding plan without hemorrhaging money. Selling tokens dirt cheap while leaving the door wide open to third-party harnesses looks nice to users, but it's a trap — the same trap Anthropic just walked out of. The deeper problem: if users burn their attention on low-quality agent harnesses, highly unstable and slow inference services, and models downgraded to cut costs, only to find they still can't get anything done — that's not a healthy cycle for user experience or retention.

4. On MiMo Token Plan — it supports third-party harnesses, billed by token quota, same logic as Claude's newly launched extra usage packages. Because what we're going for is long-term stable delivery of high-quality models and services — not getting you to impulse-pay and then abandon ship.

The bigger picture: global compute capacity can't keep up with the token demand agents are creating. The real way forward isn't cheaper tokens — it's co-evolution. "More token-efficient agent harnesses" × "more powerful and efficient models." Anthropic's move, whether they intended it or not, is pushing the entire ecosystem — open source and closed source alike — in that direction. That's probably a good thing. The Agent era doesn't belong to whoever burns the most compute. It belongs to whoever uses it wisely.

[Licheng Mao @mlc97]

说不定近期萝卜快跑之类的问题也是因为运营商发现一比一转发流量吧服务器关停了👀。

[Licheng Mao @mlc97]

@huihoo 可是这个说明文档貌似不支持 Apple silicon。
“要使用 eGPU，必须拥有搭载 Intel 处理器的 Mac。”

[Licheng Mao @mlc97]

这两年一直觉得Finder在乱排序，现在才看明白原来经常点的是“Group items by”，而不是sort。太坑了！

[Licheng Mao @mlc97]

@imwsl90 其实不是这个原因。Wi-Fi感觉慢是因为频道上拥挤要互相避让，或者是信号弱，这就会导致数据包的延迟抖动、丢失等。这些延迟抖动或丢包会影响承载SSH的TCP协议调节传输速率。如果信道状况良好，现代Wi-Fi的物理速率是接近有线的。

[Licheng Mao @mlc97]

感觉这年头就是rust+ts+opus所向披靡了。

[Max Lv @m0d8ye]

谈谈最近用 rust 做 vibe coding 的心得： https://t.co/Cwj65RAuz5

[Licheng Mao @mlc97]

忘关max，一晚上瞬间用了100刀。😂

[Licheng Mao @mlc97]

发现今天头三个月已经用了去年全年的token量了。

[李其 Lizzi @wstv_lizzi]

You can’t make this up…
Shenzhen’s Longgang District government has just released ten policy measures to support OpenClaw / OPC.

Translation below:

To seize the opportunities presented by the intelligent economy, Shenzhen’s Longgang District on March 7 released the “Measures to Support the Development of OpenClaw & OPC in Longgang District, Shenzhen (Draft for Public Consultation)”…

With zero-cost startup as its central highlight, the initiative extends an invitation to intelligent agent developers worldwide and entrepreneurs building OPCs (One Person Companies), aiming to make Longgang the top global destination for launching intelligent-agent startups…

[Tencent AI @TencentAI_News]

The charm of #OpenClaw! 🌟

Tencent's public setup service event drew in 60+ year-olds incredible enthusiasm! From retired aviation technical engineer to librarian, they’re looking forward to embrace AI agents. Stay curious, stay digital!

[Licheng Mao @mlc97]

主要是老套餐实在是太香了。

[哥飞 @gefei55]

还有个意外的数据是 Cursor ，很多人以为有了 Claude Code 等编程助手后，Cursor 就没多少人用了，但实际上2026年2月的 Stripe 订单排行榜里，Cursor 排名第3，仅次于 Lovable。
而且 Cursor 的名次一直都挺稳的，从2024年7月拿到第51名首次进入前100名后，次月就进入了前10名，一直到现在都没有跌出过前10。
并且从2025年1月到现在总共14个月时间，一直都在第2名和第3名之间反复波动，你说稳不稳，简直是太稳了。

[Licheng Mao @mlc97]

感觉豆包里的prompt有很多互联网黑话。

[Graham Christensen @grhmc]

Determinate Systems is pushing the boundaries of Nix. WebAssembly enables whole new ways of packaging.

Also you can render a sick Mandelbrot set.

https://t.co/dlMyTPeDgv