Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are all very innovative and may represent the new product direction of AI agents.

August 16, 2025 · 1 min read

Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are all very innovative and may represent the new product direction of AI agents.

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FORMATTOPICCAPABILITYMARKETcoverssignalssignalssignalsFORMATshort signalTOPICagentsCAPABILITYagent workflowCAPABILITYproduct surfaceCAPABILITYtechnical distribution
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  format-short_note["short signal"]
  topic-agents["agents"]
  capability-agent-workflow["agent workflow"]
  capability-product-surface["product surface"]
  capability-technical-distribution["technical distribution"]
  format-short_note -->|covers| topic-agents
  format-short_note -->|signals| capability-agent-workflow
  format-short_note -->|signals| capability-product-surface
  format-short_note -->|signals| capability-technical-distribution

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Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are al...THESISMulerun, Macron, andDoudou AI (gameescort) that have beenlaunched this week areSIGNALMulerun, Macron, andDoudou AI (gameescort) that have beenlaunched this week areOPERATORMulerun, Macron, andDoudou AI (gameescort) that have beenlaunched this week areIMPLICATIONMulerun, Macron, andDoudou AI (gameescort) that have beenlaunched this week are
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flowchart LR
  thesis["Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are all very innovative and..."]
  signal["Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are all very innovative and..."]
  operator["Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are all very innovative and..."]
  implication["Mulerun, Macron, and Doudou AI (game escort) that have been launched this week are all very innovative and..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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