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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?

19.2k 1.5k +12/wk
GitHub
12-factor 12-factor-agents agents ai context-window framework llms memory orchestration prompt-engineering rag
Trend 3

Star & Fork Trend (50 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

humanlayer/12-factor-agents has +12 stars this period . 7-day velocity: 0.2%.

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Metric 12-factor-agents ml-agents FinGPT owl
Stars 19.2k 19.3k19.0k19.3k
Forks 1.5k 4.4k2.7k2.2k
Weekly Growth +12 +3+3+2
Language TypeScript C#Jupyter NotebookPython
Sources 1 123
License NOASSERTION NOASSERTIONMITN/A

Capability Radar vs ml-agents

12-factor-agents
ml-agents
Maintenance Activity 0

Last code push 199 days ago.

Community Engagement 38

Fork-to-star ratio: 7.6%. Lower fork ratio may indicate passive usage.

Issue Burden 70

Issue data not yet available.

Growth Momentum 44

+12 stars this period — 0.06% growth rate.

License Clarity 30

No clear license detected — proceed with caution.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.