Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

The third chapter is great 馃憤 I read it immersively, the level is very high, the plot design, soundtrack, and lines are all professional level.

The third chapter is great 馃憤 I read it immersively, the level is very high, the plot design, soundtrack, and lines are all professional level. Teacher CuiMao is amazing!

June 22, 2026 路 1 min read

The third chapter is great 馃憤 I read it immersively, the level is very high, the plot design, soundtrack, and lines are all professional level.

Teacher CuiMao is amazing!

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

The third chapter is great 馃憤 I read it immersively, the level is very high, the plot...THESISThe third chapter isgreat 馃憤 I read itimmersively, the levelis very high, the plotSIGNALThe third chapter isgreat 馃憤 I read itimmersively, the levelis very high, the plotOPERATORTeacher CuiMao isamazing!IMPLICATIONTeacher CuiMao isamazing!
Mermaid outline
flowchart LR
  thesis["The third chapter is great 馃憤 I read it immersively, the level is very high, the plot design, soundtrack, a..."]
  signal["The third chapter is great 馃憤 I read it immersively, the level is very high, the plot design, soundtrack, a..."]
  operator["Teacher CuiMao is amazing!"]
  implication["Teacher CuiMao is amazing!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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