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12-Factor Agents Explained: The 12 Principles for Production-Grade LLM Software (2026 Guide)

Curated find from dibi8.com — open-source, production-relevant:

12-Factor Agents Explained: The 12 Principles for Production-Grade LLM Software (2026 Guide)

Humanlayer's 12-Factor Agents (22K+ GitHub stars) defines the design patterns that separate demo-grade LLM prototypes from production agents real customers depend on. Full breakdown of all 12 factors

Read the full breakdown on dibi8: https://dibi8.com/resources/llm-frameworks/12-factor-agents-production-llm-software-2026/


This is a curated highlight from dibi8.com — open-source AI tools directory, hand-edited, 4 languages. The full article (with comparisons, setup guide, and code samples) lives on dibi8.

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