Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

๐Ÿ”— Get it now: โœ… Open source and free (MIT license) โœ… Chinese and English bilingual documents โœ… Use with Claude Code โœ… All materials are free for commercial use.

๐Ÿ”— Get it now: โœ… Open source and free (MIT license) โœ… Chinese and English bilingual documents โœ… Use with Claude Code โœ… All materials are free for commercial use. If you find it...

January 20, 2026 ยท 1 min read

๐Ÿ”— Get it now: โœ… Open source and free (MIT license) โœ… Chinese and English bilingual documents โœ… Use with Claude Code โœ… All materials are free for commercial use.

If you find it useful, please give it a โญ support!

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATarticle featureTOPICagentic devtoolsMARKETopen-source builders
Mermaid outline
flowchart LR
  format-article["article feature"]
  topic-agentic-devtools["agentic devtools"]
  market-open-source-builders["open-source builders"]
  format-article -->|covers| topic-agentic-devtools
  format-article -->|signals| market-open-source-builders

Visual structure

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Built from summary and key paragraph positions

๐Ÿ”— Get it now: โœ… Open source and free (MIT license) โœ… Chinese and English bilingual d...THESIS๐Ÿ”— Get it now: โœ… Opensource and free (MITlicense) โœ… Chinese andEnglish bilingualSIGNAL๐Ÿ”— Get it now: โœ… Opensource and free (MITlicense) โœ… Chinese andEnglish bilingualOPERATORIf you find it useful,please give it a โญsupport!IMPLICATIONIf you find it useful,please give it a โญsupport!
Mermaid outline
flowchart LR
  thesis["๐Ÿ”— Get it now: โœ… Open source and free (MIT license) โœ… Chinese and English bilingual documents โœ… Use with Cl..."]
  signal["๐Ÿ”— Get it now: โœ… Open source and free (MIT license) โœ… Chinese and English bilingual documents โœ… Use with Cl..."]
  operator["If you find it useful, please give it a โญ support!"]
  implication["If you find it useful, please give it a โญ support!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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