Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Remember this wonderful summer, you no longer have to worry about not having enough top model tokens.

Remember this wonderful summer, you no longer have to worry about not having enough top model tokens. But you should be ashamed of having fallen asleep and forgetting to reset,...

July 13, 2026 路 1 min read

Remember this wonderful summer, you no longer have to worry about not having enough top model tokens.
Figure 1 / source image

Remember this wonderful summer, you no longer have to worry about not having enough top model tokens.

But you should be ashamed of having fallen asleep and forgetting to reset, and be proud of burning all the tokens in your quota.

If I have to say something, it would be: Kick hard!

!

While waiting for the next reset, tweet and write.

So, the fisherman and we all have our own fish ponds!

Thank you @OpenAI Thank you @thsottiaux for typing a short poem to express your respect馃

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATlongform noteTOPICagentic devtoolsCAPABILITYproduct surface
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agentic-devtools["agentic devtools"]
  capability-product-surface["product surface"]
  format-long_post -->|covers| topic-agentic-devtools
  format-long_post -->|signals| capability-product-surface

Visual structure

Essay structure map

Built from summary and key paragraph positions

Remember this wonderful summer, you no longer have to worry about not having enough t...THESISRemember thiswonderful summer, youno longer have toworry about not havingSIGNALRemember thiswonderful summer, youno longer have toworry about not havingOPERATOR!IMPLICATIONThank you @OpenAIThank you @thsottiauxfor typing a shortpoem to express your
Mermaid outline
flowchart LR
  thesis["Remember this wonderful summer, you no longer have to worry about not having enough top model tokens. But y..."]
  signal["Remember this wonderful summer, you no longer have to worry about not having enough top model tokens."]
  operator["!"]
  implication["Thank you @OpenAI Thank you @thsottiaux for typing a short poem to express your respect馃"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post