Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similar

June 3, 2026 · 1 min read

@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similar

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATthread digestTOPICagentic devtoolsCAPABILITYdeveloper tooling
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flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  capability-developer-tooling["developer tooling"]
  format-thread -->|covers| topic-agentic-devtools
  format-thread -->|signals| capability-developer-tooling

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Built from summary and key paragraph positions

@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similarTHESIS@wineeeeeeegz missedit, you can refer toOpenAI sdk, theessence is similarSIGNAL@wineeeeeeegz missedit, you can refer toOpenAI sdk, theessence is similarOPERATOR@wineeeeeeegz missedit, you can refer toOpenAI sdk, theessence is similarIMPLICATION@wineeeeeeegz missedit, you can refer toOpenAI sdk, theessence is similar
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flowchart LR
  thesis["@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similar"]
  signal["@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similar"]
  operator["@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similar"]
  implication["@wineeeeeeegz missed it, you can refer to OpenAI sdk, the essence is similar"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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