Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@ lupinlin Well, at present, I have explored a bottleneck point, that is, for a complex long task that

@ lupinlin Well, at present, I have explored a bottleneck point, that is, for a complex long task that requires both interactive checking of the GUI layer and the ability...

May 6, 2026 · 1 min read

@ lupinlin Well, at present, I have explored a bottleneck point, that is, for a complex long task that requires both interactive checking of the GUI layer and the ability of background goal.

Now, I can only let them both share to update the context summary and progress of the handoff file in turn.

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICmemory
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-memory["memory"]
  format-thread -->|covers| topic-memory

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@ lupinlin Well, at present, I have explored a bottleneck point, that is, for a compl...THESIS@ lupinlin Well, atpresent, I haveexplored a bottleneckpoint, that is, for aSIGNAL@ lupinlin Well, atpresent, I haveexplored a bottleneckpoint, that is, for aOPERATORNow, I can only letthem both share toupdate the contextsummary and progressIMPLICATIONNow, I can only letthem both share toupdate the contextsummary and progress
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flowchart LR
  thesis["@ lupinlin Well, at present, I have explored a bottleneck point, that is, for a complex long task that requ..."]
  signal["@ lupinlin Well, at present, I have explored a bottleneck point, that is, for a complex long task that requ..."]
  operator["Now, I can only let them both share to update the context summary and progress of the handoff file in turn."]
  implication["Now, I can only let them both share to update the context summary and progress of the handoff file in turn."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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