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humanlayer / 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?

TypeScript 17,732 1,356 Updated Sep 21, 2025

Arize-ai / phoenix

AI Observability & Evaluation

Jupyter Notebook 8,272 681 Updated Jan 16, 2026