Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Activity description: 1. Sign up first to receive activity points 2. Submit works to li...

Activity description: 1. Sign up first to receive activity points 2. Submit works to liblib 3. Register to the competition form. Students who register must contact the group adm...

January 1, 2026 路 1 min read

Activity description:

  • Sign up first to receive activity points
  • Submit works to liblib
  • Register to the competition form. Students who register must contact the group administrator to join the activity group

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

Activity description: 1. Sign up first to receive activity points 2. Submit works to...THESISActivity description:1. Sign up first toreceive activitypoints 2. Submit worksSIGNALActivity description:OPERATOR2. Submit works toliblibIMPLICATION3. Register to thecompetition form.Students who registermust contact the group
Mermaid outline
flowchart LR
  thesis["Activity description: 1. Sign up first to receive activity points 2. Submit works to liblib 3. Register to..."]
  signal["Activity description:"]
  operator["2. Submit works to liblib"]
  implication["3. Register to the competition form. Students who register must contact the group administrator to join the..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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