Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

right,just talked with my friend's, it will be a big impact to like Gemma... kinds of a...

right,just talked with my friend's, it will be a big impact to like Gemma... kinds of aippt products, I got shocked when I get the ppt from notebooklm two point: 1 the data is p...

November 25, 2025 路 1 min read

right,just talked with my friend's, it will be a big impact to like Gemma...

kinds of aippt products, I got shocked when I get the ppt from notebooklm two point: 1 the data is processed well ,based on Gemini3, it can summarize the whole data with 100m context 2 the UI is very professional and suitable because of Gemini 3 have the no.1 frontend coding ability now, correct, NO.1馃ぉ馃ぉ so I told in another post : It reminds me of the feeling of my first love.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATlongform noteTOPICmemoryCAPABILITYproduct surface
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-memory["memory"]
  capability-product-surface["product surface"]
  format-long_post -->|covers| topic-memory
  format-long_post -->|signals| capability-product-surface

Visual structure

Essay structure map

Built from summary and key paragraph positions

right,just talked with my friend's, it will be a big impact to like Gemma... kinds of...THESISright,just talked withmy friend's, it willbe a big impact tolike Gemma... kinds ofSIGNALright,just talked withmy friend's, it willbe a big impact tolike Gemma...OPERATORkinds of aipptproducts, I gotshocked when I get theppt from notebooklmIMPLICATIONkinds of aipptproducts, I gotshocked when I get theppt from notebooklm
Mermaid outline
flowchart LR
  thesis["right,just talked with my friend's, it will be a big impact to like Gemma... kinds of aippt products, I got..."]
  signal["right,just talked with my friend's, it will be a big impact to like Gemma..."]
  operator["kinds of aippt products, I got shocked when I get the ppt from notebooklm two point: 1 the data is processe..."]
  implication["kinds of aippt products, I got shocked when I get the ppt from notebooklm two point: 1 the data is processe..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post