12 Factor Agents

Brief History Of Software

Factor 01 Natural Language To Tool Calls

Factor 02 Own Your Prompts

Factor 03 Own Your Context Window

Factor 04 Tools Are Structured Outputs

Factor 05 Unify Execution State

Factor 06 Launch Pause Resume

Tool definition for human interaction

Factor 08 Own Your Control Flow

Factor 09 Compact Errors

Factor 10 Small Focused Agents

Factor 11 Trigger From Anywhere

Factor 12 Stateless Reducer

Factor 1 Natural Language To Tool Calls

Factor 2 Own Your Prompts

Factor 3 Own Your Context Window

Factor 4 Tools Are Structured Outputs

Factor 5 Unify Execution State

Factor 6 Launch Pause Resume

Factor 7 Contact Humans With Tools

Factor 8 Own Your Control Flow

Factor 9 Compact Errors

A2H - The Agent-to-Human Protocol

Chapter 0 - Hello World

Prompt

Walkthroughgen

12-Factor Agents - Principles for building reliable LLM applications

Chapter 0 - Hello World

Chapter 1 - CLI and Agent Loop