Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@ wixu ___ Yes, the core is all hyperframes, integrated materials and animation effects, other sounds, video clips are downloaded.

@ wixu ___ Yes, the core is all hyperframes, integrated materials and animation effects, other sounds, video clips are downloaded. The underlying model is k3

July 21, 2026 · 1 min read

@ wixu ___ Yes, the core is all hyperframes, integrated materials and animation effects, other sounds, video clips are downloaded.

The underlying model is k3

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATthread digestTOPICtoolingCAPABILITYdeveloper tooling
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-tooling["tooling"]
  capability-developer-tooling["developer tooling"]
  format-thread -->|covers| topic-tooling
  format-thread -->|signals| capability-developer-tooling

Visual structure

Essay structure map

Built from summary and key paragraph positions

@ wixu ___ Yes, the core is all hyperframes, integrated materials and animation effec...THESIS@ wixu ___ Yes, thecore is allhyperframes,integrated materialsSIGNAL@ wixu ___ Yes, thecore is allhyperframes,integrated materialsOPERATORThe underlying modelis k3IMPLICATIONThe underlying modelis k3
Mermaid outline
flowchart LR
  thesis["@ wixu ___ Yes, the core is all hyperframes, integrated materials and animation effects, other sounds, vide..."]
  signal["@ wixu ___ Yes, the core is all hyperframes, integrated materials and animation effects, other sounds, vide..."]
  operator["The underlying model is k3"]
  implication["The underlying model is k3"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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