Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up the good work

December 1, 2025 · 1 min read

@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up the good work

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICretrieval
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-retrieval["retrieval"]
  format-thread -->|covers| topic-retrieval

Visual structure

Essay structure map

Built from summary and key paragraph positions

@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up t...THESIS@LiEvanna85716 I’mashamed, thank youYong Lao for yourencouragement, I’llSIGNAL@LiEvanna85716 I’mashamed, thank youYong Lao for yourencouragement, I’llOPERATOR@LiEvanna85716 I’mashamed, thank youYong Lao for yourencouragement, I’llIMPLICATION@LiEvanna85716 I’mashamed, thank youYong Lao for yourencouragement, I’ll
Mermaid outline
flowchart LR
  thesis["@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up the good work"]
  signal["@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up the good work"]
  operator["@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up the good work"]
  implication["@LiEvanna85716 I’m ashamed, thank you Yong Lao for your encouragement, I’ll keep up the good work"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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