Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@liucong0120 This effect is so cool! 🤩Try it today

@liucong0120 This effect is so cool!

July 14, 2026 · 1 min read

🤩Try it today

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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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@liucong0120 This effect is so cool! 🤩Try it todayTHESIS@liucong0120 Thiseffect is so cool!SIGNAL🤩Try it todayOPERATOR🤩Try it todayIMPLICATION🤩Try it today
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  thesis["@liucong0120 This effect is so cool!"]
  signal["🤩Try it today"]
  operator["🤩Try it today"]
  implication["🤩Try it today"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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