Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@AIPMLogi It’s a must, thank you

November 30, 2025 · 1 min read

@AIPMLogi It’s a must, thank you

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
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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

@AIPMLogi It’s a must, thank youTHESIS@AIPMLogi It’s a must,thank youSIGNAL@AIPMLogi It’s a must,thank youOPERATOR@AIPMLogi It’s a must,thank youIMPLICATION@AIPMLogi It’s a must,thank you
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flowchart LR
  thesis["@AIPMLogi It’s a must, thank you"]
  signal["@AIPMLogi It’s a must, thank you"]
  operator["@AIPMLogi It’s a must, thank you"]
  implication["@AIPMLogi It’s a must, thank you"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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