Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

This young lady took the risk of being beaten to do this issue, hahaha. In fact, some o...

This young lady took the risk of being beaten to do this issue, hahaha. In fact, some of the content was a bit offensive. Others thought she was a girl and she was holding a cam...

November 29, 2025 · 1 min read

This young lady took the risk of being beaten to do this issue, hahaha.

In fact, some of the content was a bit offensive.

Others thought she was a girl and she was holding a camera.

But the content is really fun

Visual summary

Article argument map

Generated from the post's content graph

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

Essay structure map

Built from summary and key paragraph positions

This young lady took the risk of being beaten to do this issue, hahaha. In fact, some...THESISThis young lady tookthe risk of beingbeaten to do thisissue, hahaha. InSIGNALThis young lady tookthe risk of beingbeaten to do thisissue, hahaha.OPERATOROthers thought she wasa girl and she washolding a camera.IMPLICATIONBut the content isreally fun
Mermaid outline
flowchart LR
  thesis["This young lady took the risk of being beaten to do this issue, hahaha. In fact, some of the content was a..."]
  signal["This young lady took the risk of being beaten to do this issue, hahaha."]
  operator["Others thought she was a girl and she was holding a camera."]
  implication["But the content is really fun"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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