Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@servasyy_ai I am using both typeless and Lightning. Typeless has more functions, but i...

@servasyy_ai I am using both typeless and Lightning. Typeless has more functions, but it costs money and it is a remote API. Lightning said it was made by a Chinese team, and th...

December 21, 2025 · 1 min read

@servasyy_ai I am using both typeless and Lightning.

Typeless has more functions, but it costs money and it is a remote API.

Lightning said it was made by a Chinese team, and the model was run locally.

It didn’t have that many functions, but the basic scenes were enough.

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

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@servasyy_ai I am using both typeless and Lightning. Typeless has more functions, but...THESIS@servasyy_ai I amusing both typelessand Lightning.Typeless has moreSIGNAL@servasyy_ai I amusing both typelessand Lightning.OPERATORLightning said it wasmade by a Chineseteam, and the modelwas run locally.IMPLICATIONIt didn’t have thatmany functions, butthe basic scenes wereenough.
Mermaid outline
flowchart LR
  thesis["@servasyy_ai I am using both typeless and Lightning. Typeless has more functions, but it costs money and it..."]
  signal["@servasyy_ai I am using both typeless and Lightning."]
  operator["Lightning said it was made by a Chinese team, and the model was run locally."]
  implication["It didn’t have that many functions, but the basic scenes were enough."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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