Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@songguoxiansen is creative馃

December 2, 2025 路 1 min read

@songguoxiansen is creative馃

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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

@songguoxiansen is creative馃THESIS@songguoxiansen iscreative馃SIGNAL@songguoxiansen iscreative馃OPERATOR@songguoxiansen iscreative馃IMPLICATION@songguoxiansen iscreative馃
Mermaid outline
flowchart LR
  thesis["@songguoxiansen is creative馃"]
  signal["@songguoxiansen is creative馃"]
  operator["@songguoxiansen is creative馃"]
  implication["@songguoxiansen is creative馃"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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