Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Teacher Ayi earned 30,000 fo in four months. Anyone who is doing x deserves to read thi...

Teacher Ayi earned 30,000 fo in four months. Anyone who is doing x deserves to read this long article carefully. What I saw was a man who tried his best behind the scenes and sh...

April 14, 2026 · 1 min read

Teacher Ayi earned 30,000 fo in four months.

Anyone who is doing x deserves to read this long article carefully.

What I saw was a man who tried his best behind the scenes and shared sincerely.

I personally feel that the algorithm of I started to do x slowly at the end of last year.

I feel that the quality of the promotion circle has been getting higher and higher recently.

Let’s maintain this circle together!

💪

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATlongform noteTOPICagentic devtoolsCAPABILITYevaluation
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agentic-devtools["agentic devtools"]
  capability-evaluation["evaluation"]
  format-long_post -->|covers| topic-agentic-devtools
  format-long_post -->|signals| capability-evaluation

Visual structure

Essay structure map

Built from summary and key paragraph positions

Teacher Ayi earned 30,000 fo in four months. Anyone who is doing x deserves to read t...THESISTeacher Ayi earned30,000 fo in fourmonths. Anyone who isdoing x deserves toSIGNALTeacher Ayi earned30,000 fo in fourmonths.OPERATORI personally feel thatthe algorithm of Istarted to do x slowlyat the end of lastIMPLICATION💪
Mermaid outline
flowchart LR
  thesis["Teacher Ayi earned 30,000 fo in four months. Anyone who is doing x deserves to read this long article caref..."]
  signal["Teacher Ayi earned 30,000 fo in four months."]
  operator["I personally feel that the algorithm of I started to do x slowly at the end of last year."]
  implication["💪"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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