Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃

December 19, 2025 路 1 min read

@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃

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

@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃THESIS@canghe @vista8@lxfater @GoSailGlobal@bggg_ai @Jackywine@berryxia That鈥檚SIGNAL@canghe @vista8@lxfater @GoSailGlobal@bggg_ai @Jackywine@berryxia That鈥檚OPERATOR@canghe @vista8@lxfater @GoSailGlobal@bggg_ai @Jackywine@berryxia That鈥檚IMPLICATION@canghe @vista8@lxfater @GoSailGlobal@bggg_ai @Jackywine@berryxia That鈥檚
Mermaid outline
flowchart LR
  thesis["@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃"]
  signal["@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃"]
  operator["@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃"]
  implication["@canghe @vista8 @lxfater @GoSailGlobal @bggg_ai @Jackywine @berryxia That鈥檚 awesome馃"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post