Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

This desktop pet specially used in skills scenarios is worth trying馃ぉ It can report to you the status of CC tasks at any time 鉃晇ibe coding encourager 鉃旵ustomizable skin image.

This desktop pet specially used in skills scenarios is worth trying馃ぉ It can report to you the status of CC tasks at any time 鉃晇ibe coding encourager 鉃旵ustomizable skin image. T...

January 26, 2026 路 1 min read

This desktop pet specially used in skills scenarios is worth trying馃ぉ It can report to you the status of CC tasks at any time 鉃晇ibe coding encourager 鉃旵ustomizable skin image.

This is the most fun skill case I have seen in the past two days!

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FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalsFORMATshort signalTOPICai workbenchesTOPICretrievalCAPABILITYAI-native workbenchCAPABILITYdeveloper tooling
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flowchart LR
  format-short_note["short signal"]
  topic-ai-workbenches["ai workbenches"]
  topic-retrieval["retrieval"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-developer-tooling["developer tooling"]
  format-short_note -->|covers| topic-ai-workbenches
  format-short_note -->|covers| topic-retrieval
  format-short_note -->|signals| capability-ai-native-workbench
  format-short_note -->|signals| capability-developer-tooling

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This desktop pet specially used in skills scenarios is worth trying馃ぉ It can report t...THESISThis desktop petspecially used inskills scenarios isworth trying馃ぉ It canSIGNALThis desktop petspecially used inskills scenarios isworth trying馃ぉ It canOPERATORThis is the most funskill case I have seenin the past two days!IMPLICATIONThis is the most funskill case I have seenin the past two days!
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flowchart LR
  thesis["This desktop pet specially used in skills scenarios is worth trying馃ぉ It can report to you the status of CC..."]
  signal["This desktop pet specially used in skills scenarios is worth trying馃ぉ It can report to you the status of CC..."]
  operator["This is the most fun skill case I have seen in the past two days!"]
  implication["This is the most fun skill case I have seen in the past two days!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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