Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

It’s a good destination. Tencent’s acquisitions generally give a lot of autonomy. Moreo...

It’s a good destination. Tencent’s acquisitions generally give a lot of autonomy. Moreover, Tencent has recently begun to recruit OpenAI’s large model talents, and the hybrid mo...

July 10, 2026 · 1 min read

It’s a good destination.

Tencent’s acquisitions generally give a lot of autonomy.

Moreover, Tencent has recently begun to recruit OpenAI’s large model talents, and the hybrid model will slowly catch up.

Another point seems to be worthy of serious consideration from now on🤔 Is WeChat➕Has the domestic version of Manus started?

A super app with over one billion monthly users?

!

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FORMATTOPICCAPABILITYMARKETcoversFORMATshort signalTOPICagentic devtools
Mermaid outline
flowchart LR
  format-short_note["short signal"]
  topic-agentic-devtools["agentic devtools"]
  format-short_note -->|covers| topic-agentic-devtools

Visual structure

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Built from summary and key paragraph positions

It’s a good destination. Tencent’s acquisitions generally give a lot of autonomy. Mor...THESISIt’s a gooddestination. Tencent’sacquisitions generallygive a lot ofSIGNALIt’s a gooddestination.OPERATORAnother point seems tobe worthy of seriousconsideration from nowon🤔 Is WeChat➕Has theIMPLICATION!
Mermaid outline
flowchart LR
  thesis["It’s a good destination. Tencent’s acquisitions generally give a lot of autonomy. Moreover, Tencent has rec..."]
  signal["It’s a good destination."]
  operator["Another point seems to be worthy of serious consideration from now on🤔 Is WeChat➕Has the domestic version..."]
  implication["!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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