Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@pluto_gad can be reproduced stably, let’s play 🤗. I'll debug it again and explore mor...

@pluto_gad can be reproduced stably, let’s play 🤗. I'll debug it again and explore more ways to play.

November 29, 2025 · 1 min read

@pluto_gad can be reproduced stably, let’s play 🤗.

I'll debug it again and explore more ways to play.

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

@pluto_gad can be reproduced stably, let’s play 🤗. I'll debug it again and explore m...THESIS@pluto_gad can bereproduced stably,let’s play 🤗. I'lldebug it again andSIGNAL@pluto_gad can bereproduced stably,let’s play 🤗.OPERATORI'll debug it againand explore more waysto play.IMPLICATIONI'll debug it againand explore more waysto play.
Mermaid outline
flowchart LR
  thesis["@pluto_gad can be reproduced stably, let’s play 🤗. I'll debug it again and explore more ways to play."]
  signal["@pluto_gad can be reproduced stably, let’s play 🤗."]
  operator["I'll debug it again and explore more ways to play."]
  implication["I'll debug it again and explore more ways to play."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post