Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@beefnoode I learned it. I am also a loyal fan of Teacher Semicolon and have been inter...

@beefnoode I learned it. I am also a loyal fan of Teacher Semicolon and have been interacting closely these days. Teacher Beefnoode summed it up well! 馃榾

November 23, 2025 路 1 min read

@beefnoode I learned it.

I am also a loyal fan of Teacher Semicolon and have been interacting closely these days.

Teacher Beefnoode summed it up well!

馃榾

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

Visual structure

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Built from summary and key paragraph positions

@beefnoode I learned it. I am also a loyal fan of Teacher Semicolon and have been int...THESIS@beefnoode I learnedit. I am also a loyalfan of TeacherSemicolon and haveSIGNAL@beefnoode I learnedit.OPERATORTeacher Beefnoodesummed it up well!IMPLICATION馃榾
Mermaid outline
flowchart LR
  thesis["@beefnoode I learned it. I am also a loyal fan of Teacher Semicolon and have been interacting closely these..."]
  signal["@beefnoode I learned it."]
  operator["Teacher Beefnoode summed it up well!"]
  implication["馃榾"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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