Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the group to play.

A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the group to play. The first place🥇 will be awarded a cash red envelope🧧100 yuan. Rules: 1 must us...

November 21, 2025 · 1 min read

A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the group to play.
Figure 1 / source image

A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the group to play.

The first place🥇 will be awarded a cash red envelope🧧100 yuan.

Rules: 1 must use banana2 2 must be your own work 3 The first place will be judged by 22:30 in the evening.

4 The first place will be rewarded with a cash red envelope [red envelope] of 100 yuan.

We will collect everyone's works in Feishu Then start a Solitaire in the group, and everyone can vote on the work they think is the best on the spot.

Figure 2 / source image

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FORMATTOPICCAPABILITYMARKETcoversFORMATmedia dispatchTOPICagentic devtools
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  format-image_post["media dispatch"]
  topic-agentic-devtools["agentic devtools"]
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A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the grou...THESISA fireworks banana2one-day competitionhas begun🎉 Welcomeeveryone to join theSIGNALA fireworks banana2one-day competitionhas begun🎉 Welcomeeveryone to join theOPERATORRules: 1 must usebanana2 2 must be yourown work 3 The firstplace will be judgedIMPLICATIONWe will collecteveryone's works inFeishu Then start aSolitaire in the
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  thesis["A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the group to play. The first p..."]
  signal["A fireworks banana2 one-day competition has begun🎉 Welcome everyone to join the group to play."]
  operator["Rules: 1 must use banana2 2 must be your own work 3 The first place will be judged by 22:30 in the evening."]
  implication["We will collect everyone's works in Feishu Then start a Solitaire in the group, and everyone can vote on th..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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