Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!

July 12, 2026 路 1 min read

@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATthread digestTOPICagentsCAPABILITYagent workflow
Mermaid outline
flowchart LR
  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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Built from summary and key paragraph positions

@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!THESIS@itsshara_ai yep, it'sreally cool,especially withdynamic workflowSIGNAL@itsshara_ai yep, it'sreally cool,especially withdynamic workflowOPERATOR@itsshara_ai yep, it'sreally cool,especially withdynamic workflowIMPLICATION@itsshara_ai yep, it'sreally cool,especially withdynamic workflow
Mermaid outline
flowchart LR
  thesis["@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!"]
  signal["@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!"]
  operator["@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!"]
  implication["@itsshara_ai yep, it's really cool, especially with dynamic workflow togather!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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