humanlayer/12-factor-agents
12-factor-agents
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
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humanlayer
humanlayer • individual
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Mar 30, 2025
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README Summary
12-Factor Agents - Principles for building reliable LLM applications
Community Evaluation
Loading…AI Dev Skills
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AI Agent ArchitectureAI System Reliability EngineeringLarge Language Model IntegrationLLM Application DevelopmentProduction AI System Design
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AI Agent ArchitectureAI System Reliability EngineeringLarge Language Model IntegrationLLM Application DevelopmentProduction AI System DesignAI AgentsAirflowAnthropic / ClaudeContext EngineeringForkedKubernetesLarge Language ModelsLlamaIndexMCPMLOpsOpenAIPrefectPythonStructured OutputTool UseTypeScript
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Updated 8 months ago
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research- Quality
- medium
- Maturity
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Categories
RAG & RetrievalPrimaryMLOps & InfrastructureFoundation ModelsAI AgentsML Platform & InfrastructureSearch & KnowledgeOther AI / ML
PM Skills
Scale & ReliabilityDeveloper PlatformAI-Native Architecture
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TypeScript100.0%
Timeline
- Project created
- Mar 30, 2025
- Forked
- Mar 23, 2026
- Your last push
- 8 months ago
- Upstream last push
- 8 months ago
- Tracked since
- Sep 21, 2025
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