Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

@icreatelife here here, share some good prompts sometimes and also write some articles about ai Agent, meanwhile I'm a co-founder of an AI Community.

@icreatelife here here, share some good prompts sometimes and also write some articles about ai Agent, meanwhile I'm a co-founder of an AI Community. wish to be connected 🤝👍

December 15, 2025 · 1 min read

@icreatelife here here, share some good prompts sometimes and also write some articles about ai Agent, meanwhile I'm a co-founder of an AI Community.

wish to be connected 🤝👍

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalsFORMATthread digestTOPICagentsTOPICtechnical distributionCAPABILITYagent workflowMARKETAI startup
Mermaid outline
flowchart LR
  format-thread["thread digest"]
  topic-agents["agents"]
  topic-technical-distribution["technical distribution"]
  capability-agent-workflow["agent workflow"]
  market-ai-startup["AI startup"]
  format-thread -->|covers| topic-agents
  format-thread -->|covers| topic-technical-distribution
  format-thread -->|signals| capability-agent-workflow
  format-thread -->|signals| market-ai-startup

Visual structure

Essay structure map

Built from summary and key paragraph positions

@icreatelife here here, share some good prompts sometimes and also write some article...THESIS@icreatelife herehere, share some goodprompts sometimes andalso write someSIGNAL@icreatelife herehere, share some goodprompts sometimes andalso write someOPERATORwish to be connected🤝👍IMPLICATIONwish to be connected🤝👍
Mermaid outline
flowchart LR
  thesis["@icreatelife here here, share some good prompts sometimes and also write some articles about ai Agent, mean..."]
  signal["@icreatelife here here, share some good prompts sometimes and also write some articles about ai Agent, mean..."]
  operator["wish to be connected 🤝👍"]
  implication["wish to be connected 🤝👍"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post