Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@xiaohu @livekit This is awesome

March 28, 2026 · 1 min read

@xiaohu @livekit This is awesome

Visual summary

Article argument map

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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

@xiaohu @livekit This is awesomeTHESIS@xiaohu @livekit Thisis awesomeSIGNAL@xiaohu @livekit Thisis awesomeOPERATOR@xiaohu @livekit Thisis awesomeIMPLICATION@xiaohu @livekit Thisis awesome
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  thesis["@xiaohu @livekit This is awesome"]
  signal["@xiaohu @livekit This is awesome"]
  operator["@xiaohu @livekit This is awesome"]
  implication["@xiaohu @livekit This is awesome"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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