Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Damn it! That’s awesome, I received a 100 reward from OpenAI! It was the first time I s...

Damn it! That’s awesome, I received a 100 reward from OpenAI! It was the first time I saw money back, hahaha @thsottiaux @OpenAI @sama Laotie 666

July 16, 2026 · 1 min read

Damn it! That’s awesome, I received a 100 reward from OpenAI! It was the first time I s...
Figure 1 / source image

Damn it!

That’s awesome, I received a 100 reward from OpenAI!

It was the first time I saw money back, hahaha @thsottiaux @OpenAI @sama Laotie 666

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATmedia dispatchTOPICagentic devtoolsCAPABILITYproduct surface
Mermaid outline
flowchart LR
  format-image_post["media dispatch"]
  topic-agentic-devtools["agentic devtools"]
  capability-product-surface["product surface"]
  format-image_post -->|covers| topic-agentic-devtools
  format-image_post -->|signals| capability-product-surface

Visual structure

Essay structure map

Built from summary and key paragraph positions

Damn it! That’s awesome, I received a 100 reward from OpenAI! It was the first time I...THESISDamn it! That’sawesome, I received a100 reward fromOpenAI! It was theSIGNALDamn it!OPERATORThat’s awesome, Ireceived a 100 rewardfrom OpenAI!IMPLICATIONIt was the first timeI saw money back,hahaha @thsottiaux@OpenAI @sama Laotie
Mermaid outline
flowchart LR
  thesis["Damn it! That’s awesome, I received a 100 reward from OpenAI! It was the first time I saw money back, hahah..."]
  signal["Damn it!"]
  operator["That’s awesome, I received a 100 reward from OpenAI!"]
  implication["It was the first time I saw money back, hahaha @thsottiaux @OpenAI @sama Laotie 666"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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