Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@ servasyy_ai @ PandaTalk8 @ lxfater @ GoSailGlobal @ berryxia You are welcome, I thank you for your time, learn from Teacher Huang!

@ servasyy_ai @ PandaTalk8 @ lxfater @ GoSailGlobal @ berryxia You are welcome, I thank you for your time, learn from Teacher Huang! Fight to break 10,000 this year, haha😄

May 11, 2026 · 1 min read

@ servasyy_ai @ PandaTalk8 @ lxfater @ GoSailGlobal @ berryxia You are welcome, I thank you for your time, learn from Teacher Huang!

Fight to break 10,000 this year, haha😄

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
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flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

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@ servasyy_ai @ PandaTalk8 @ lxfater @ GoSailGlobal @ berryxia You are welcome, I tha...THESIS@ servasyy_ai @PandaTalk8 @ lxfater @GoSailGlobal @berryxia You areSIGNAL@ servasyy_ai @PandaTalk8 @ lxfater @GoSailGlobal @berryxia You areOPERATORFight to break 10,000this year, haha😄IMPLICATIONFight to break 10,000this year, haha😄
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  thesis["@ servasyy_ai @ PandaTalk8 @ lxfater @ GoSailGlobal @ berryxia You are welcome, I thank you for your time,..."]
  signal["@ servasyy_ai @ PandaTalk8 @ lxfater @ GoSailGlobal @ berryxia You are welcome, I thank you for your time,..."]
  operator["Fight to break 10,000 this year, haha😄"]
  implication["Fight to break 10,000 this year, haha😄"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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