Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@PenngXiao Haha, thank you. I’m going to update it again and add more functions.

@PenngXiao Haha, thank you.

June 23, 2026 · 1 min read

I’m going to update it again and add more functions.

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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

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@PenngXiao Haha, thank you. I’m going to update it again and add more functions.THESIS@PenngXiao Haha, thankyou.SIGNALI’m going to update itagain and add morefunctions.OPERATORI’m going to update itagain and add morefunctions.IMPLICATIONI’m going to update itagain and add morefunctions.
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  thesis["@PenngXiao Haha, thank you."]
  signal["I’m going to update it again and add more functions."]
  operator["I’m going to update it again and add more functions."]
  implication["I’m going to update it again and add more functions."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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