Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is very efficient.

July 12, 2026 · 1 min read

@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is very efficient.

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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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@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is ve...THESIS@Saccc_c is using itnow, and initiallyfeels that the dynamicworkflow with CC isSIGNAL@Saccc_c is using itnow, and initiallyfeels that the dynamicworkflow with CC isOPERATOR@Saccc_c is using itnow, and initiallyfeels that the dynamicworkflow with CC isIMPLICATION@Saccc_c is using itnow, and initiallyfeels that the dynamicworkflow with CC is
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flowchart LR
  thesis["@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is very efficient."]
  signal["@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is very efficient."]
  operator["@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is very efficient."]
  implication["@Saccc_c is using it now, and initially feels that the dynamic workflow with CC is very efficient."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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