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12 Factor Agents
12-factor-agents
GitHub
12-factor-agents
humanlayer/12-factor-agents
12factoragents
humanlayer12factoragents
humanlayer
Homepage
1 versions
51 pages (latest)
5 aliases
1
Versions
51
Pages (latest)
5
Aliases
Pages
Versions
Usage
Appendix 13 Pre Fetch
github.com/humanlayer/12-factor-agents/blob/mai...
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Brief History Of Software
You don't have to listen to me
Agents are software, and a brief history thereof
60 years ago
20 years ago
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Factor 01 Natural Language To Tool Calls
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Factor 02 Own Your Prompts
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 03 Own Your Context Window
on context engineering
Standard vs Custom Context Formats
code example
Example Context Windows
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Factor 04 Tools Are Structured Outputs
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 05 Unify Execution State
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Factor 06 Launch Pause Resume
github.com/humanlayer/12-factor-agents/blob/mai...
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Tool definition for human interaction
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Factor 08 Own Your Control Flow
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Factor 09 Compact Errors
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 10 Small Focused Agents
What if LLMs get smarter?
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Factor 11 Trigger From Anywhere
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Factor 12 Stateless Reducer
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Factor 1 Natural Language To Tool Calls
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 2 Own Your Prompts
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 3 Own Your Context Window
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 4 Tools Are Structured Outputs
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 5 Unify Execution State
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 6 Launch Pause Resume
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 7 Contact Humans With Tools
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 8 Own Your Control Flow
github.com/humanlayer/12-factor-agents/blob/mai...
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Factor 9 Compact Errors
github.com/humanlayer/12-factor-agents/blob/mai...
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A2H - The Agent-to-Human Protocol
Why another protocol?
Shoulds
Core Protocol
Scopes
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Chapter 0 - Hello World
github.com/humanlayer/12-factor-agents/blob/mai...
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Prompt
Copy initial files
Initialize the project
Add a CLI
Features
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Walkthroughgen
Installation
Quick Start
Directory Structure
Walkthrough.yaml Configuration
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12-Factor Agents - Principles for building reliable LLM applications
Visual Nav
How we got here
The promise of agents
From code to DAGs
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Chapter 0 - Hello World
github.com/humanlayer/12-factor-agents/blob/mai...
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Chapter 1 - CLI and Agent Loop
github.com/humanlayer/12-factor-agents/blob/mai...
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