Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is still being polished and will be released later.

July 14, 2026 · 1 min read

@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is still being polished and will be released later.

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FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATthread digestTOPICai workbenchesCAPABILITYAI-native workbench
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flowchart LR
  format-thread["thread digest"]
  topic-ai-workbenches["ai workbenches"]
  capability-ai-native-workbench["AI-native workbench"]
  format-thread -->|covers| topic-ai-workbenches
  format-thread -->|signals| capability-ai-native-workbench

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@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is...THESIS@xiaobai166 codex➕Made with some mixedskills. The main modelis gpt 5.6 sol. It isSIGNAL@xiaobai166 codex➕Made with some mixedskills. The main modelis gpt 5.6 sol. It isOPERATOR@xiaobai166 codex➕Made with some mixedskills. The main modelis gpt 5.6 sol. It isIMPLICATION@xiaobai166 codex➕Made with some mixedskills. The main modelis gpt 5.6 sol. It is
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flowchart LR
  thesis["@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is still being polished a..."]
  signal["@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is still being polished a..."]
  operator["@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is still being polished a..."]
  implication["@xiaobai166 codex ➕Made with some mixed skills. The main model is gpt 5.6 sol. It is still being polished a..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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