Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@berryxia Hmm, if it’s just pure feelings, it’s really not worth it. I think it also ha...

@berryxia Hmm, if it’s just pure feelings, it’s really not worth it. I think it also has the ability to input and send data similar to AI, similar to Lightning Talk or Typeless....

January 4, 2026 · 1 min read

@berryxia Hmm, if it’s just pure feelings, it’s really not worth it.

I think it also has the ability to input and send data similar to AI, similar to Lightning Talk or Typeless.

This is something that impressed me after I experienced it.

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FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
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flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

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Built from summary and key paragraph positions

@berryxia Hmm, if it’s just pure feelings, it’s really not worth it. I think it also...THESIS@berryxia Hmm, if it’sjust pure feelings,it’s really not worthit. I think it alsoSIGNAL@berryxia Hmm, if it’sjust pure feelings,it’s really not worthit.OPERATORI think it also hasthe ability to inputand send data similarto AI, similar toIMPLICATIONThis is something thatimpressed me after Iexperienced it.
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  thesis["@berryxia Hmm, if it’s just pure feelings, it’s really not worth it. I think it also has the ability to inp..."]
  signal["@berryxia Hmm, if it’s just pure feelings, it’s really not worth it."]
  operator["I think it also has the ability to input and send data similar to AI, similar to Lightning Talk or Typeless."]
  implication["This is something that impressed me after I experienced it."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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