Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll knowledge

March 28, 2026 · 1 min read

@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll knowledge

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FORMATTOPICCAPABILITYMARKETcoverscoverssignalsFORMATthread digestTOPICai workbenchesTOPICtoolingCAPABILITYAI-native workbench
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  format-thread["thread digest"]
  topic-ai-workbenches["ai workbenches"]
  topic-tooling["tooling"]
  capability-ai-native-workbench["AI-native workbench"]
  format-thread -->|covers| topic-ai-workbenches
  format-thread -->|covers| topic-tooling
  format-thread -->|signals| capability-ai-native-workbench

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@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll k...THESIS@thebasedcapital right,you can try this tool,it can learned fromfailed as skilllSIGNAL@thebasedcapital right,you can try this tool,it can learned fromfailed as skilllOPERATOR@thebasedcapital right,you can try this tool,it can learned fromfailed as skilllIMPLICATION@thebasedcapital right,you can try this tool,it can learned fromfailed as skilll
Mermaid outline
flowchart LR
  thesis["@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll knowledge"]
  signal["@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll knowledge"]
  operator["@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll knowledge"]
  implication["@thebasedcapital right ,you can try this tool ,it can learned from failed as skilll knowledge"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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