Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@Daiiors Correction, it should be a general-purpose subagent, which is built-in in cc....

@Daiiors Correction, it should be a general-purpose subagent, which is built-in in cc. This can be used to coordinate and schedule various skills to complete tasks together. I w...

January 22, 2026 路 1 min read

@Daiiors Correction, it should be a general-purpose subagent, which is built-in in cc.

This can be used to coordinate and schedule various skills to complete tasks together.

I will write an article today to talk about it in detail

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalsFORMATthread digestTOPICagentsTOPICai workbenchesCAPABILITYagent workflowCAPABILITYAI-native workbench
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agents["agents"]
  topic-ai-workbenches["ai workbenches"]
  capability-agent-workflow["agent workflow"]
  capability-ai-native-workbench["AI-native workbench"]
  format-thread -->|covers| topic-agents
  format-thread -->|covers| topic-ai-workbenches
  format-thread -->|signals| capability-agent-workflow
  format-thread -->|signals| capability-ai-native-workbench

Visual structure

Essay structure map

Built from summary and key paragraph positions

@Daiiors Correction, it should be a general-purpose subagent, which is built-in in cc...THESIS@Daiiors Correction,it should be ageneral-purposesubagent, which isSIGNAL@Daiiors Correction,it should be ageneral-purposesubagent, which isOPERATORThis can be used tocoordinate andschedule variousskills to completeIMPLICATIONI will write anarticle today to talkabout it in detail
Mermaid outline
flowchart LR
  thesis["@Daiiors Correction, it should be a general-purpose subagent, which is built-in in cc. This can be used to..."]
  signal["@Daiiors Correction, it should be a general-purpose subagent, which is built-in in cc."]
  operator["This can be used to coordinate and schedule various skills to complete tasks together."]
  implication["I will write an article today to talk about it in detail"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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