Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@Pluvio9yte @imwsl90 @PandaTalk8 Learned!

July 11, 2026 · 1 min read

@Pluvio9yte @imwsl90 @PandaTalk8 Learned!

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

@Pluvio9yte @imwsl90 @PandaTalk8 Learned!THESIS@Pluvio9yte @imwsl90@PandaTalk8 Learned!SIGNAL@Pluvio9yte @imwsl90@PandaTalk8 Learned!OPERATOR@Pluvio9yte @imwsl90@PandaTalk8 Learned!IMPLICATION@Pluvio9yte @imwsl90@PandaTalk8 Learned!
Mermaid outline
flowchart LR
  thesis["@Pluvio9yte @imwsl90 @PandaTalk8 Learned!"]
  signal["@Pluvio9yte @imwsl90 @PandaTalk8 Learned!"]
  operator["@Pluvio9yte @imwsl90 @PandaTalk8 Learned!"]
  implication["@Pluvio9yte @imwsl90 @PandaTalk8 Learned!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post