Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha

@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha, some are difficult to distinguish

December 8, 2025 · 1 min read

@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha, some are difficult to distinguish

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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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@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if...THESIS@kdsaaron@LiEvanna85716 Haha,Hanfu will be releasedtomorrow, pleaseSIGNAL@kdsaaron@LiEvanna85716 Haha,Hanfu will be releasedtomorrow, pleaseOPERATOR@kdsaaron@LiEvanna85716 Haha,Hanfu will be releasedtomorrow, pleaseIMPLICATION@kdsaaron@LiEvanna85716 Haha,Hanfu will be releasedtomorrow, please
Mermaid outline
flowchart LR
  thesis["@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha,..."]
  signal["@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha,..."]
  operator["@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha,..."]
  implication["@kdsaaron @LiEvanna85716 Haha, Hanfu will be released tomorrow, please correct me if I make mistakes, haha,..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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