Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be counterproductive.

May 21, 2026 · 1 min read

You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be counterproductive.
Figure 1 / source image

You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be counterproductive.

Visual summary

Article argument map

Generated from the post's content graph

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

Visual structure

Essay structure map

Built from summary and key paragraph positions

You can boldly use AI to create pictures in your tweets, but the quality must be high...THESISYou can boldly use AIto create pictures inyour tweets, but thequality must be high,SIGNALYou can boldly use AIto create pictures inyour tweets, but thequality must be high,OPERATORYou can boldly use AIto create pictures inyour tweets, but thequality must be high,IMPLICATIONYou can boldly use AIto create pictures inyour tweets, but thequality must be high,
Mermaid outline
flowchart LR
  thesis["You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be..."]
  signal["You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be..."]
  operator["You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be..."]
  implication["You can boldly use AI to create pictures in your tweets, but the quality must be high, otherwise it will be..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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