Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@cellinlab It’s such an exaggeration. I’ve been working on it for a long time and it’s...

@cellinlab It’s such an exaggeration. I’ve been working on it for a long time and it’s so hard to make any progress. Does anyone have a tutorial?

July 16, 2026 · 1 min read

@cellinlab It’s such an exaggeration.

I’ve been working on it for a long time and it’s so hard to make any progress.

Does anyone have a tutorial?

Visual summary

Article argument map

Generated from the post's content graph

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

@cellinlab It’s such an exaggeration. I’ve been working on it for a long time and it’...THESIS@cellinlab It’s suchan exaggeration. I’vebeen working on it fora long time and it’sSIGNAL@cellinlab It’s suchan exaggeration.OPERATORI’ve been working onit for a long time andit’s so hard to makeany progress.IMPLICATIONDoes anyone have atutorial?
Mermaid outline
flowchart LR
  thesis["@cellinlab It’s such an exaggeration. I’ve been working on it for a long time and it’s so hard to make any..."]
  signal["@cellinlab It’s such an exaggeration."]
  operator["I’ve been working on it for a long time and it’s so hard to make any progress."]
  implication["Does anyone have a tutorial?"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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