Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@0x_xifeng What is mouth-talking?

November 29, 2025 · 1 min read

@0x_xifeng What is mouth-talking?

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Article argument map

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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

Essay structure map

Built from summary and key paragraph positions

@0x_xifeng What is mouth-talking?THESIS@0x_xifeng What ismouth-talking?SIGNAL@0x_xifeng What ismouth-talking?OPERATOR@0x_xifeng What ismouth-talking?IMPLICATION@0x_xifeng What ismouth-talking?
Mermaid outline
flowchart LR
  thesis["@0x_xifeng What is mouth-talking?"]
  signal["@0x_xifeng What is mouth-talking?"]
  operator["@0x_xifeng What is mouth-talking?"]
  implication["@0x_xifeng What is mouth-talking?"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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