Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to be adjusted again.

The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to be adjusted again. There are too many details that need to be adjusted. The old rule is to...

December 5, 2025 · 1 min read

The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to be adjusted again.
Figure 1 / source image

The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to be adjusted again.

There are too many details that need to be adjusted.

The old rule is to put the prompts in the comment area.

Figure 2 / source image

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoversFORMATmedia dispatchTOPICagentic devtools
Mermaid outline
flowchart LR
  format-image_post["media dispatch"]
  topic-agentic-devtools["agentic devtools"]
  format-image_post -->|covers| topic-agentic-devtools

Visual structure

Essay structure map

Built from summary and key paragraph positions

The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to...THESISThe fourth edition,makeup blockbuster +Japanese and Koreanmakeup ❤️ still needsSIGNALThe fourth edition,makeup blockbuster +Japanese and Koreanmakeup ❤️ still needsOPERATORThere are too manydetails that need tobe adjusted.IMPLICATIONThe old rule is to putthe prompts in thecomment area.
Mermaid outline
flowchart LR
  thesis["The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to be adjusted again. Th..."]
  signal["The fourth edition, makeup blockbuster + Japanese and Korean makeup ❤️ still needs to be adjusted again."]
  operator["There are too many details that need to be adjusted."]
  implication["The old rule is to put the prompts in the comment area."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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