Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Vercel is one of the major manufacturers that currently pays high and active attention to skill ecological construction and now supports skill search and update!

Vercel is one of the major manufacturers that currently pays high and active attention to skill ecological construction and now supports skill search and update! Two new command...

January 27, 2026 ยท 1 min read

Vercel is one of the major manufacturers that currently pays high and active attention to skill ecological construction and now supports skill search and update!

Two new commands: โ€ข ๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ ๐š๐š’๐š—๐š โ€ข ๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ ๐šž๐š™๐š๐šŠ๐š๐šŽ replaces the original ๐š—๐š™๐šก ๐šŠ๐š๐š - ๐šœ๐š”๐š’๐š•๐š•

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FORMATTOPICCAPABILITYMARKETcoverscoverscoverssignalsFORMATshort signalTOPICai workbenchesTOPICtechnical distributionTOPICretrievalCAPABILITYAI-native workbench
Mermaid outline
flowchart LR
  format-short_note["short signal"]
  topic-ai-workbenches["ai workbenches"]
  topic-technical-distribution["technical distribution"]
  topic-retrieval["retrieval"]
  capability-ai-native-workbench["AI-native workbench"]
  format-short_note -->|covers| topic-ai-workbenches
  format-short_note -->|covers| topic-technical-distribution
  format-short_note -->|covers| topic-retrieval
  format-short_note -->|signals| capability-ai-native-workbench

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Vercel is one of the major manufacturers that currently pays high and active attentio...THESISVercel is one of themajor manufacturersthat currently payshigh and activeSIGNALVercel is one of themajor manufacturersthat currently payshigh and activeOPERATORTwo new commands: โ€ข๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ๐š๐š’๐š—๐š โ€ข ๐š—๐š™๐šก๐šœ๐š”๐š’๐š•๐š•๐šœIMPLICATIONTwo new commands: โ€ข๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ๐š๐š’๐š—๐š โ€ข ๐š—๐š™๐šก๐šœ๐š”๐š’๐š•๐š•๐šœ
Mermaid outline
flowchart LR
  thesis["Vercel is one of the major manufacturers that currently pays high and active attention to skill ecological..."]
  signal["Vercel is one of the major manufacturers that currently pays high and active attention to skill ecological..."]
  operator["Two new commands: โ€ข ๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ ๐š๐š’๐š—๐š โ€ข ๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ ๐šž๐š™๐š๐šŠ๐š๐šŽ replaces the original ๏ฟฝ..."]
  implication["Two new commands: โ€ข ๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ ๐š๐š’๐š—๐š โ€ข ๐š—๐š™๐šก ๐šœ๐š”๐š’๐š•๐š•๐šœ ๐šž๐š™๐š๐šŠ๐š๐šŽ replaces the original ๏ฟฝ..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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