Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolution of AI and its impact on society have obviously accelerated.

March 23, 2026 · 1 min read

@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolution of AI and its impact on society have obviously accelerated.

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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

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@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolut...THESIS@huangyun_122 It’sreally heartbreakinghaha, especially inthe past year, theSIGNAL@huangyun_122 It’sreally heartbreakinghaha, especially inthe past year, theOPERATOR@huangyun_122 It’sreally heartbreakinghaha, especially inthe past year, theIMPLICATION@huangyun_122 It’sreally heartbreakinghaha, especially inthe past year, the
Mermaid outline
flowchart LR
  thesis["@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolution of AI and its impa..."]
  signal["@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolution of AI and its impa..."]
  operator["@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolution of AI and its impa..."]
  implication["@huangyun_122 It’s really heartbreaking haha, especially in the past year, the evolution of AI and its impa..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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