Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

wow! that's true. it basickly same way to operate the agents to build,create,fight and...

wow! that's true. it basickly same way to operate the agents to build,create,fight and learning skills... I thought it is really a good thing between AI and human to work togath...

January 9, 2026 · 1 min read

wow!

that's true.

it basickly same way to operate the agents to build,create,fight and learning skills...

I thought it is really a good thing between AI and human to work togather, it is already been proved 25 years ago.

I finally can say something to my old father when he yelled to me when I was playing game.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalsFORMATlongform noteTOPICagentsTOPICai workbenchesCAPABILITYagent workflowCAPABILITYAI-native workbench
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agents["agents"]
  topic-ai-workbenches["ai workbenches"]
  capability-agent-workflow["agent workflow"]
  capability-ai-native-workbench["AI-native workbench"]
  format-long_post -->|covers| topic-agents
  format-long_post -->|covers| topic-ai-workbenches
  format-long_post -->|signals| capability-agent-workflow
  format-long_post -->|signals| capability-ai-native-workbench

Visual structure

Essay structure map

Built from summary and key paragraph positions

wow! that's true. it basickly same way to operate the agents to build,create,fight an...THESISwow! that's true. itbasickly same way tooperate the agents tobuild,create,fight andSIGNALwow!OPERATORit basickly same wayto operate the agentsto build,create,fightand learning skills...IMPLICATIONI finally can saysomething to my oldfather when he yelledto me when I was
Mermaid outline
flowchart LR
  thesis["wow! that's true. it basickly same way to operate the agents to build,create,fight and learning skills... I..."]
  signal["wow!"]
  operator["it basickly same way to operate the agents to build,create,fight and learning skills..."]
  implication["I finally can say something to my old father when he yelled to me when I was playing game."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post