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H12-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?
Popularity
Repository stars26,95336,531Highest
7-day net stars——
Fork2,0223,867Highest
30-day trendInsufficient historyInsufficient history
Maintenance
Last push2025-09-212026-11-02
Maintenance notesNot verifiedNot verified
Repository created2025-03-302024-03-27
License & use
LicenseLicense not declaredMIT · Permissive
PricingPricing not verifiedPricing not verified
Basics
Browse by purposeRetrieval-augmented generationRetrieval-augmented generation
TypeApps & systemsApps & systems
SubcategoryAI appsAI apps
PlatformNot verifiedNot verified
Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.
Pricing source——
First collected2026-11-032026-11-03
MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs
LanguageTypeScriptPython
About this projectWhat are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?A modular graph-based Retrieval-Augmented Generation (RAG) system
Measured at2026-11-02 19:03 UTC2026-11-02 18:59 UTC
License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Ranked by repository stars, one position per repository. Stars and forks are not user counts.