Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@ponyodong Congratulations 馃帀, I鈥檓 so happy. Teacher Ponyo鈥檚 strength and hard work are...

@ponyodong Congratulations 馃帀, I鈥檓 so happy. Teacher Ponyo鈥檚 strength and hard work are obvious to all 馃憤. I鈥檒l learn from you and strive to break the 10,000 mark this year.

May 22, 2026 路 1 min read

@ponyodong Congratulations 馃帀, I鈥檓 so happy.

Teacher Ponyo鈥檚 strength and hard work are obvious to all 馃憤.

I鈥檒l learn from you and strive to break the 10,000 mark this year.

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

Visual structure

Essay structure map

Built from summary and key paragraph positions

@ponyodong Congratulations 馃帀, I鈥檓 so happy. Teacher Ponyo鈥檚 strength and hard work a...THESIS@ponyodongCongratulations 馃帀,I鈥檓 so happy. TeacherPonyo鈥檚 strength andSIGNAL@ponyodongCongratulations 馃帀,I鈥檓 so happy.OPERATORTeacher Ponyo鈥檚strength and hard workare obvious to all 馃憤.IMPLICATIONI鈥檒l learn from youand strive to breakthe 10,000 mark thisyear.
Mermaid outline
flowchart LR
  thesis["@ponyodong Congratulations 馃帀, I鈥檓 so happy. Teacher Ponyo鈥檚 strength and hard work are obvious to all 馃憤...."]
  signal["@ponyodong Congratulations 馃帀, I鈥檓 so happy."]
  operator["Teacher Ponyo鈥檚 strength and hard work are obvious to all 馃憤."]
  implication["I鈥檒l learn from you and strive to break the 10,000 mark this year."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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