Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@dotey Hahaha, it’s so true. Everyone is still working hard on context engineering. I t...

@dotey Hahaha, it’s so true. Everyone is still working hard on context engineering. I thought of a word “KCL” Key Concept Leader😁

November 18, 2025 · 1 min read

@dotey Hahaha, it’s so true.

Everyone is still working hard on context engineering.

I thought of a word “KCL” Key Concept Leader😁

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalsFORMATthread digestTOPICharness engineeringTOPICmemoryCAPABILITYharness engineering
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-harness-engineering["harness engineering"]
  topic-memory["memory"]
  capability-harness-engineering["harness engineering"]
  format-thread -->|covers| topic-harness-engineering
  format-thread -->|covers| topic-memory
  format-thread -->|signals| capability-harness-engineering

Visual structure

Essay structure map

Built from summary and key paragraph positions

@dotey Hahaha, it’s so true. Everyone is still working hard on context engineering. I...THESIS@dotey Hahaha, it’s sotrue. Everyone isstill working hard oncontext engineering. ISIGNAL@dotey Hahaha, it’s sotrue.OPERATOREveryone is stillworking hard oncontext engineering.IMPLICATIONI thought of a word“KCL” Key ConceptLeader😁
Mermaid outline
flowchart LR
  thesis["@dotey Hahaha, it’s so true. Everyone is still working hard on context engineering. I thought of a word “KC..."]
  signal["@dotey Hahaha, it’s so true."]
  operator["Everyone is still working hard on context engineering."]
  implication["I thought of a word “KCL” Key Concept Leader😁"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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