Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@dotey hhh, dynamic workflow really burns tokens

June 16, 2026 · 1 min read

@dotey hhh, dynamic workflow really burns tokens

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATthread digestTOPICagentsCAPABILITYagent workflow
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  format-thread["thread digest"]
  topic-agents["agents"]
  capability-agent-workflow["agent workflow"]
  format-thread -->|covers| topic-agents
  format-thread -->|signals| capability-agent-workflow

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@dotey hhh, dynamic workflow really burns tokensTHESIS@dotey hhh, dynamicworkflow really burnstokensSIGNAL@dotey hhh, dynamicworkflow really burnstokensOPERATOR@dotey hhh, dynamicworkflow really burnstokensIMPLICATION@dotey hhh, dynamicworkflow really burnstokens
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  thesis["@dotey hhh, dynamic workflow really burns tokens"]
  signal["@dotey hhh, dynamic workflow really burns tokens"]
  operator["@dotey hhh, dynamic workflow really burns tokens"]
  implication["@dotey hhh, dynamic workflow really burns tokens"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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