Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Sprint 300 followers❤️, friends who think my content is good, thank you for following....

Sprint 300 followers❤️, friends who think my content is good, thank you for following. I also share my experience of playing Only with V certification will the official push the...

November 19, 2025 · 1 min read

Sprint 300 followers❤️, friends who think my content is good, thank you for following.

I also share my experience of playing Only with V certification will the official push the stream, and you can get V by spending money.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoversFORMATlongform noteTOPICagentic devtools
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agentic-devtools["agentic devtools"]
  format-long_post -->|covers| topic-agentic-devtools

Visual structure

Essay structure map

Built from summary and key paragraph positions

Sprint 300 followers❤️, friends who think my content is good, thank you for following...THESISSprint 300followers❤️, friendswho think my contentis good, thank you forSIGNALSprint 300followers❤️, friendswho think my contentis good, thank you forOPERATORI also share myexperience of playingOnly with Vcertification will theIMPLICATIONI also share myexperience of playingOnly with Vcertification will the
Mermaid outline
flowchart LR
  thesis["Sprint 300 followers❤️, friends who think my content is good, thank you for following. I also share my expe..."]
  signal["Sprint 300 followers❤️, friends who think my content is good, thank you for following."]
  operator["I also share my experience of playing Only with V certification will the official push the stream, and you..."]
  implication["I also share my experience of playing Only with V certification will the official push the stream, and you..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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