Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room at 8 o’clock tomorrow night (。・ω・)ノ🔔 Stepping Stars will decrypt their end-to-end models.

Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room at 8 o’clock tomorrow night (。・ω・)ノ🔔 Stepping Stars will decrypt their end-to-end models....

December 24, 2025 · 1 min read

Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room at 8 o’clock tomorrow night (。・ω・)ノ🔔 Stepping Stars will decrypt their end-to-end models.
Figure 1 / source image

Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room at 8 o’clock tomorrow night (。・ω・)ノ🔔 Stepping Stars will decrypt their end-to-end models.

The guests of A Fireworks will also show off a very interesting AI mobile phone case 🥳

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FORMATTOPICCAPABILITYMARKETcoversFORMATmedia dispatchTOPICagentic devtools
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  format-image_post["media dispatch"]
  topic-agentic-devtools["agentic devtools"]
  format-image_post -->|covers| topic-agentic-devtools

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Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room...THESISLet’s celebrateChristmas together٩(ˊᗜˋ*)و🎄, and seeyou in the liveSIGNALLet’s celebrateChristmas together٩(ˊᗜˋ*)و🎄, and seeyou in the liveOPERATORThe guests of AFireworks will alsoshow off a veryinteresting AI mobileIMPLICATIONThe guests of AFireworks will alsoshow off a veryinteresting AI mobile
Mermaid outline
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  thesis["Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room at 8 o’clock tomorrow..."]
  signal["Let’s celebrate Christmas together ٩(ˊᗜˋ*)و🎄, and see you in the live broadcast room at 8 o’clock tomorrow..."]
  operator["The guests of A Fireworks will also show off a very interesting AI mobile phone case 🥳"]
  implication["The guests of A Fireworks will also show off a very interesting AI mobile phone case 🥳"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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