Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed by

ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed by K3, and both are one-sentence prompts. The first one is made...

July 20, 2026 · 1 min read

ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed by
Figure 1 / source image

ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed by K3, and both are one-sentence prompts. The first one is made by calling K3 in Codex. The second one is completed by calling K3 in Kimi Code. I like them all very much. For the same prompt word, I can't achieve the same effect by calling GPT 5.6 sol in Codex. ps: After watching these two short films, you should like fireworks-tech-graph. Let’s start with three in a row.

Figure 2 / source image

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalsFORMATlongform noteTOPICagentic devtoolsCAPABILITYtechnical writing
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-agentic-devtools["agentic devtools"]
  capability-technical-writing["technical writing"]
  format-long_post -->|covers| topic-agentic-devtools
  format-long_post -->|signals| capability-technical-writing

Visual structure

Essay structure map

Built from summary and key paragraph positions

ok, let me announce the video I just completed to promote fireworks-tech-graph. Both...THESISok, let me announcethe video I justcompleted to promotefireworks-tech-graph.SIGNALok, let me announcethe video I justcompleted to promotefireworks-tech-graph.OPERATORok, let me announcethe video I justcompleted to promotefireworks-tech-graph.IMPLICATIONok, let me announcethe video I justcompleted to promotefireworks-tech-graph.
Mermaid outline
flowchart LR
  thesis["ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed..."]
  signal["ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed..."]
  operator["ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed..."]
  implication["ok, let me announce the video I just completed to promote fireworks-tech-graph. Both styles were completed..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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