Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

After X fully launched automatic translation today, I have the following experiences and feelings:

After X fully launched automatic translation today, I have the following experiences and feelings: 1. Foreigners have really praised DeepSeek V4, and I have used it more than on...

May 28, 2026 · 1 min read

After X fully launched automatic translation today, I have the following experiences and feelings:

  • Foreigners have really praised DeepSeek V4, and I have used it more than once;
  • After the language gap has been smoothed, many interesting accounts have been discovered unexpectedly. You can also share them, hh;
  • Tweets translated from English to Chinese immediately lose their value. Stop doing this and express your insights. From now on, it will be a pure content battle with international friends. , low-quality and low-value content will be quickly flooded, it’s so exciting! 4 Many foreigners who have recently visited China have expressed relatively objective and fair opinions; 5 Basically, I have not seen pornographic tweets in the comment area of ​​foreigners, hahaha 6 Prediction @CuiMao will quickly become an international star👍 7 Orange @oran_ge's post complaining about Obsidian's mobile experience was quickly seen and replied by the official within ten minutes, 😂, so funny! 8 The chance of being seen on X is greater. Good content deserves to be seen by more people. Now is the bonus period.

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FORMATTOPICCAPABILITYMARKETcoverssignalssignalssignalsFORMATlongform noteTOPICagentic devtoolsCAPABILITYevaluationCAPABILITYtechnical writingCAPABILITYtechnical distribution
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agentic-devtools["agentic devtools"]
  capability-evaluation["evaluation"]
  capability-technical-writing["technical writing"]
  capability-technical-distribution["technical distribution"]
  format-long_post -->|covers| topic-agentic-devtools
  format-long_post -->|signals| capability-evaluation
  format-long_post -->|signals| capability-technical-writing
  format-long_post -->|signals| capability-technical-distribution

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Essay structure map

Built from summary and key paragraph positions

After X fully launched automatic translation today, I have the following experiences...THESISAfter X fully launchedautomatic translationtoday, I have thefollowing experiencesSIGNALAfter X fully launchedautomatic translationtoday, I have thefollowing experiencesOPERATOR2. After the languagegap has been smoothed,many interestingaccounts have beenIMPLICATION3. Tweets translatedfrom English toChinese immediatelylose their value. Stop
Mermaid outline
flowchart LR
  thesis["After X fully launched automatic translation today, I have the following experiences and feelings: 1. Forei..."]
  signal["After X fully launched automatic translation today, I have the following experiences and feelings:"]
  operator["2. After the language gap has been smoothed, many interesting accounts have been discovered unexpectedly. Y..."]
  implication["3. Tweets translated from English to Chinese immediately lose their value. Stop doing this and express your..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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