Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@0xShellywang Yes, the exposure seems to be 1m, I can’t remember clearly. Thank you. I’...

@0xShellywang Yes, the exposure seems to be 1m, I can’t remember clearly. Thank you. I’ll invite you to have a cup of coffee remotely☕️ Haha

November 25, 2025 · 1 min read

@0xShellywang Yes, the exposure seems to be 1m, I can’t remember clearly.

Thank you.

I’ll invite you to have a cup of coffee remotely☕️ Haha

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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

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Built from summary and key paragraph positions

@0xShellywang Yes, the exposure seems to be 1m, I can’t remember clearly. Thank you....THESIS@0xShellywang Yes, theexposure seems to be1m, I can’t rememberclearly. Thank you.SIGNAL@0xShellywang Yes, theexposure seems to be1m, I can’t rememberclearly.OPERATORThank you.IMPLICATIONI’ll invite you tohave a cup of coffeeremotely☕️ Haha
Mermaid outline
flowchart LR
  thesis["@0xShellywang Yes, the exposure seems to be 1m, I can’t remember clearly. Thank you. I’ll invite you to hav..."]
  signal["@0xShellywang Yes, the exposure seems to be 1m, I can’t remember clearly."]
  operator["Thank you."]
  implication["I’ll invite you to have a cup of coffee remotely☕️ Haha"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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