Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@thsottiaux So the next step is to enhance local professional capabilities? For example...

@thsottiaux So the next step is to enhance local professional capabilities? For example, blender, Unreal Engine 5, godot, lovart. There is also the currently slightly awkward ab...

July 12, 2026 · 1 min read

@thsottiaux So the next step is to enhance local professional capabilities?

For example, blender, Unreal Engine 5, godot, lovart.

There is also the currently slightly awkward ability to use subagent.

You can carefully refer to claudecode's dynamic workflow.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalssignalsFORMATthread digestTOPICagentsCAPABILITYagent workflowCAPABILITYproduct surface
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agents["agents"]
  capability-agent-workflow["agent workflow"]
  capability-product-surface["product surface"]
  format-thread -->|covers| topic-agents
  format-thread -->|signals| capability-agent-workflow
  format-thread -->|signals| capability-product-surface

Visual structure

Essay structure map

Built from summary and key paragraph positions

@thsottiaux So the next step is to enhance local professional capabilities? For examp...THESIS@thsottiaux So thenext step is toenhance localprofessionalSIGNAL@thsottiaux So thenext step is toenhance localprofessionalOPERATORThere is also thecurrently slightlyawkward ability to usesubagent.IMPLICATIONYou can carefullyrefer to claudecode'sdynamic workflow.
Mermaid outline
flowchart LR
  thesis["@thsottiaux So the next step is to enhance local professional capabilities? For example, blender, Unreal En..."]
  signal["@thsottiaux So the next step is to enhance local professional capabilities?"]
  operator["There is also the currently slightly awkward ability to use subagent."]
  implication["You can carefully refer to claudecode's dynamic workflow."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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