GitHub
GitHub is 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? - humanlayer/12-factor-agents. It is ranked #73 on the AI Radar, in AI agents, first seen 2 days ago and shared in 2 posts (228.5k views).
GitHub - 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? · GitHub Skip to content Navigation Menu Sign in Appearance settings Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} humanlayer / 12-factor-agents Public Notifications You must be signed in to change notification…
What people said about GitHub on X
jev is the best excuse you could possibly have to go re-read 12 factor agents. Tool calling itself can be decomposed into classify+action, if you learn to design ai programs as pipelines that switch breathlessly between classification, structuring data, deterministic code, AND small agent-shaped append-chat loops,…
— @dexhorthy, 2 days ago · 2.7k likes · see the post
Funny to see people say tool calling itself can be decomposed into classify + action. In 2010 that’s exactly how we built agents, and we dreamed of having one model combine NLU (intent and action classification and Entity extraction), dialogue management, and NLG into one. The world is a silly place.
— @Drewch, 1 days ago · 56 likes · see the post
Alternatives to GitHub
- muse.ai — New connectors are live today. Come build with us.
- academy.dair.ai — Chat with Paper
- alphaXiv — τ-BENCH is introduced as a benchmark evaluating AI systems on their ability to construct deployable, customer-facing…
- Sakana Fugu — One model to command them all
- typesafe.ai — yes - we're hiring!
- context.dev — powers the branding, company context, and search.
GitHub in numbers
- Rank on the AI Radar: #73 of 1182
- Shared in 2 posts by 2 accounts: @dexhorthy, @Drewch
- 228.5k views on those posts
- First seen 2 days ago, last shared 1 days ago
- Pricing seen by Jev: open source
- Market: AI agents
FAQ
What is GitHub?
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? - humanlayer/12-factor-agents It was first shared on X 2 days ago and is ranked #73 on the AI Radar.
Is GitHub free?
It is open source.
Who shared GitHub?
2 accounts on X, including @dexhorthy, @Drewch, in 2 posts totalling 228.5k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 27k posts from 4.8k X accounts over the last 14 days, 1.2k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 16:51 UTC. Full method.