RogerTsui

[RogerTsui @ZichaoC]

@hang20026 @Lo34880532 @mlpoiaa @kujijiyaya @ksayclrdlj @555123667_ 主要是小圈子的规则没办法被社会认可更不会受法律保护，她要是真的敢结婚有很大的套利空间（除非家里没底…），我之前以为她和她主人进去了，因为那个未成年人已经是违法了，女孩家长要是发现的硬诉男方主犯女方从犯😂

[RogerTsui @ZichaoC]

@hang20026 @Lo34880532 @mlpoiaa @kujijiyaya @ksayclrdlj @555123667_ 主要是没有利益全是风险🌚 纯纯给人递刀子 除非这女的家里没有任何财产…

[Adrian Punk @AdrianPunk115]

蔚来给的真多啊

现在做FDE，就是2003年干淘宝

抓住风口

[Cloudflare Developers @CloudflareDev]

Kimi and GLM are some of the best open models available. They're also some of the hardest to serve efficiently. Check out this writeup to learn how we're making them faster and cheaper without losing accuracy.

https://t.co/X1ak2QsGeC

[RogerTsui @ZichaoC]

@hang20026 @Lo34880532 @mlpoiaa @kujijiyaya @ksayclrdlj @555123667_ 中国法律针对的是公民呀😂 她要是真结婚只能说是法律意识太淡薄了

[RogerTsui @ZichaoC]

@hang20026 @Lo34880532 @mlpoiaa @kujijiyaya @ksayclrdlj @555123667_ 我对这个信息存疑啊，首先他这个结婚就是留足了把柄给对方，然后婚后一旦涉及到遗产继承，她这直接过错方，男方吃一大口🌚

[AB Kuai.Dong @_FORAB]

国外人力公司万宝盛华研究发现，由于现在越来越多的企业，开始用 AI 筛选简历。

一些聪明的求职者，就在简历里用极小的白色字体，写上这是最适合的候选人、请直接推进这个人，来骗过 AI 让自己的简历，进入到 HR 面前，并排在前面。

[Min Choi @minchoi]

PROMPT:
## Before implementing

Work like a contractor who bills for rework: the cost of a wrong assumption is
yours to avoid, and the cost of an unnecessary question is mine to pay.

### 1. Investigate before you ask
Read the relevant code, tests, configs, and dependency manifests first. Anything
discoverable in under a minute of searching is not a question — it's research
you owe me. Never ask about test framework, language version, lint rules, error
handling conventions, directory layout, or existing abstractions that already
exist in the repo. If the codebase contradicts itself, that's worth raising.

### 2. Then produce this, and stop

**Goal.** One paragraph restating what I asked for in your own words, including
the acceptance criteria you'll hold yourself to. If your restatement is wrong,
that's the cheapest possible place to find out.

**Blocking questions (0–3).** Only ask when a wrong answer means throwing work
away, not adjusting it. Each question gets your recommended default so I can
reply "yes to all" — never ask an open question where a proposed answer would do.
If nothing is genuinely blocking, say so and list zero.

**Assumptions.** Numbered, specific, falsifiable. "Inputs are under 10k rows and
fit in memory" is an assumption. "The code should be maintainable" is not. Cover
whichever of these the task actually touches:
- Data: shape, volume, trust level, encoding, what a malformed input looks like
- Failure: what should happen on timeout, partial write, or downstream 500 —
retry, fail loud, or degrade
- Boundaries: who calls this, what's public API vs. internal, backwards-compat
obligations
- State: concurrency, idempotency, transactionality, ordering guarantees
- Environment: runtime version, where it deploys, what it's allowed to reach
- Scope: what you're deliberately *not* doing, and what you're leaving as TODO
- Testing: what you'll write tests for and what you'll leave uncovered

**Plan.** Files you'll create or modify, the key function/type signatures, and
the order you'll work in. Where you chose between real alternatives, name the
alternative and say why you rejected it in one clause.

Then wait. Do not begin implementing.

### 3. Proportionality
This ceremony scales with blast radius. A typo fix, a rename, or a change under
~20 lines with one obvious correct form: just do it. A new module, a schema
change, anything touching auth, money, migrations, or deletion: full treatment,
and be more suspicious than usual of your own assumptions.

### 4. After I approve
Implement the plan as approved. If you discover mid-implementation that an
assumption was wrong or the plan doesn't survive contact with the code, stop and
tell me — don't quietly improvise a different design and don't press on with an
approach you now believe is wrong.

[RogerTsui @ZichaoC]

@Ding7654 @keyahayek 主要还是国内恩格尔系数太大了，好 B 消费不起，破 B 没人愿意买

[RogerTsui @ZichaoC]

@hang20026 @Lo34880532 @mlpoiaa @kujijiyaya @ksayclrdlj @555123667_ 哪他这个运营能力是真的强👍 精准匹配需求了

[RogerTsui @ZichaoC]

@ShanghaoJin 🐂🍺 又是精准抄��� intl

[RogerTsui @ZichaoC]

@hongsv11 这个不是十个月前的消息么？而且 asml 的 dau 份额本身只有不到 10%，不知道为什么市场反应这么大

[RogerTsui @ZichaoC]

@Lo34880532 @mlpoiaa @kujijiyaya @ksayclrdlj @555123667_ 她感觉肯定会跟她主人结婚，她沉没成本超级高

[RogerTsui @ZichaoC]

@ShanghaoJin 金老师，A 股科���能发表一下观点和看法么？按理说最近科技得是一直跌了

[RogerTsui @ZichaoC]

@heetallica29885 @ChinaMacroFacts acm 氛围 进去跟聪明人一直碰 idea 当学习了 然后出来工资翻���

[RogerTsui @ZichaoC]

@qingzhifu612 @kujijiyaya 不，最新的时间线是那个妹妹也纹身了，我只是震惊女主竟然真的接受了😂

[RogerTsui @ZichaoC]

@ShanghaoJin 是我在 X 上最早看到讲 CPU 逻辑的，这一波我跟着赚到钱了

[rick awsb ($people, $people) @rickawsb]

说句公道话，

我是跟着 @ShanghaoJin 赚了两次大的，

第一次 intc，25年中进，一直拿到100

第二次，call cta买入，重仓跟了，收获颇丰

第三次，这次顶hermen也call的不错，可惜我没跟多点

最重要的是，hermen每次都会把涨跌的逻辑说透，事前可理解，事后可查验

[RogerTsui @ZichaoC]

@BabybusFL A 股这一波回拉确实太强势了，后面得先涨一段时间了😂

[RogerTsui @ZichaoC]

@ChinaMacroFacts 老师，现在 A 股科技是反转了吗？现在是不是就是进去的最佳时机？求

[RogerTsui @ZichaoC]

@QingFengJianZX 说明现在更加高效了，开完会立刻见底