Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

This is the video effect produced by roll, about 40 seconds. I found that it is very, v...

This is the video effect produced by roll, about 40 seconds. I found that it is very, very important to have good storyboards and plots when making AI videos. This 40-second vid...

December 21, 2025 路 1 min read

This is the video effect produced by roll, about 40 seconds. I found that it is very, v...
Figure 1 / source image

This is the video effect produced by roll, about 40 seconds.

I found that it is very, very important to have good storyboards and plots when making AI videos.

This 40-second video only has a few scenes, but it feels a little mediocre.

You still need to learn more from the experts.

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

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Built from summary and key paragraph positions

This is the video effect produced by roll, about 40 seconds. I found that it is very,...THESISThis is the videoeffect produced byroll, about 40seconds. I found thatSIGNALThis is the videoeffect produced byroll, about 40seconds.OPERATORThis 40-second videoonly has a few scenes,but it feels a littlemediocre.IMPLICATIONYou still need tolearn more from theexperts.
Mermaid outline
flowchart LR
  thesis["This is the video effect produced by roll, about 40 seconds. I found that it is very, very important to hav..."]
  signal["This is the video effect produced by roll, about 40 seconds."]
  operator["This 40-second video only has a few scenes, but it feels a little mediocre."]
  implication["You still need to learn more from the experts."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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