Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Teacher Xiaoer’s post is great. These are some very good design material websites in th...

Teacher Xiaoer’s post is great. These are some very good design material websites in the pre-AI era. When I wrote the skill before, I would also include these websites as materi...

May 2, 2026 · 1 min read

Teacher Xiaoer’s post is great.

These are some very good design material websites in the pre-AI era.

When I wrote the skill before, I would also include these websites as material sources.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATshort signalTOPICai workbenchesCAPABILITYAI-native workbench
Mermaid outline
flowchart LR
  format-short_note["short signal"]
  topic-ai-workbenches["ai workbenches"]
  capability-ai-native-workbench["AI-native workbench"]
  format-short_note -->|covers| topic-ai-workbenches
  format-short_note -->|signals| capability-ai-native-workbench

Visual structure

Essay structure map

Built from summary and key paragraph positions

Teacher Xiaoer’s post is great. These are some very good design material websites in...THESISTeacher Xiaoer’s postis great. These aresome very good designmaterial websites inSIGNALTeacher Xiaoer’s postis great.OPERATORThese are some verygood design materialwebsites in the pre-AIera.IMPLICATIONWhen I wrote the skillbefore, I would alsoinclude these websitesas material sources.
Mermaid outline
flowchart LR
  thesis["Teacher Xiaoer’s post is great. These are some very good design material websites in the pre-AI era. When I..."]
  signal["Teacher Xiaoer’s post is great."]
  operator["These are some very good design material websites in the pre-AI era."]
  implication["When I wrote the skill before, I would also include these websites as material sources."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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