Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@canghe Teacher Cang is awesome

July 16, 2026 路 1 min read

@canghe Teacher Cang is awesome

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
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  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

Visual structure

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@canghe Teacher Cang is awesomeTHESIS@canghe Teacher Cangis awesomeSIGNAL@canghe Teacher Cangis awesomeOPERATOR@canghe Teacher Cangis awesomeIMPLICATION@canghe Teacher Cangis awesome
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  thesis["@canghe Teacher Cang is awesome"]
  signal["@canghe Teacher Cang is awesome"]
  operator["@canghe Teacher Cang is awesome"]
  implication["@canghe Teacher Cang is awesome"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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