Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@Hutflow I am not an AI, please shut down the teacher馃憤

December 3, 2025 路 1 min read

@Hutflow I am not an AI, please shut down the teacher馃憤

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoversFORMATthread digestTOPICagentic devtools
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

Visual structure

Essay structure map

Built from summary and key paragraph positions

@Hutflow I am not an AI, please shut down the teacher馃憤THESIS@Hutflow I am not anAI, please shut downthe teacher馃憤SIGNAL@Hutflow I am not anAI, please shut downthe teacher馃憤OPERATOR@Hutflow I am not anAI, please shut downthe teacher馃憤IMPLICATION@Hutflow I am not anAI, please shut downthe teacher馃憤
Mermaid outline
flowchart LR
  thesis["@Hutflow I am not an AI, please shut down the teacher馃憤"]
  signal["@Hutflow I am not an AI, please shut down the teacher馃憤"]
  operator["@Hutflow I am not an AI, please shut down the teacher馃憤"]
  implication["@Hutflow I am not an AI, please shut down the teacher馃憤"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post