Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player. The Wind...

๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player. The Windows version of Step AI Desktop Partner is now online! There are also important upgrades! T...

January 20, 2026 ยท 1 min read

๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player. The Wind...
Figure 1 / source image

๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player.

The Windows version of Step AI Desktop Partner is now online!

There are also important upgrades!

The domestic Claude Cowork is here!

Local, free, and SKills enabled!

Now we are here to give you benefits!

๐Ÿ† Best Case Award (1 person): 10,000 yuan Jingdong Card Equivalent Apple Mobile Headset ๐Ÿงง Excellent Use Award (30 people): 500 yuan Jingdong E Card ๐ŸŽ Creative Sharing Award (50 people): Step Star Official Teddy Bear In addition to the official 10,000 yuan grand prize, a firework community adds additional cash rewards on this basis [Celebration]: Creation Incentives: Submit a work that passes the review and receive 5 yuan.

Red envelope (limited to 5 works per person per day, no cap) Everyone download and register (invitation code GWOJOBKD) and submit the whitelist according to the document After that, contact any one of Pipi, Sunsun, and Xiaowei, and invite everyone to join the [Firework Miniature Model Play Group] to receive red envelopes!

โฐ Deadline: January 31, 2026 A Fireworks community exclusive invitation code: GWOJOBKD

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FORMATTOPICCAPABILITYMARKETcoverssignalssignalsFORMATlongform noteTOPICai workbenchesCAPABILITYAI-native workbenchCAPABILITYproduct surface
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  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-product-surface

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Built from summary and key paragraph positions

๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player. The Wi...THESIS๐Ÿ”ฅ A Firework x StepStars | Looking forthe strongest AIproductivity player.SIGNAL๐Ÿ”ฅ A Firework x StepStars | Looking forthe strongest AIproductivity player.OPERATORLocal, free, andSKills enabled!IMPLICATIONโฐ Deadline: January31, 2026 A Fireworkscommunity exclusiveinvitation code:
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  thesis["๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player. The Windows version of Step..."]
  signal["๐Ÿ”ฅ A Firework x Step Stars | Looking for the strongest AI productivity player."]
  operator["Local, free, and SKills enabled!"]
  implication["โฐ Deadline: January 31, 2026 A Fireworks community exclusive invitation code: GWOJOBKD"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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