Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and then run a Reddit account

November 28, 2025 · 1 min read

@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and then run a Reddit account

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
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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

@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and...THESIS@ezshine Haha, thankyou teacher forexploring, so let’sjust stick toSIGNAL@ezshine Haha, thankyou teacher forexploring, so let’sjust stick toOPERATOR@ezshine Haha, thankyou teacher forexploring, so let’sjust stick toIMPLICATION@ezshine Haha, thankyou teacher forexploring, so let’sjust stick to
Mermaid outline
flowchart LR
  thesis["@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and then run a Reddit account"]
  signal["@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and then run a Reddit account"]
  operator["@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and then run a Reddit account"]
  implication["@ezshine Haha, thank you teacher for exploring, so let’s just stick to promotion and then run a Reddit account"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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