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?
Growth we measured
8 daily star snapshots stored by whatstrending.ai, 2026-06-28 to 2026-07-29. GitHub shows today's number; this is the movement behind it.
- Ranked #331 by stars among the 954 repos we snapshot, using the latest star count we recorded for each.
- Rank movement: #97 on 2026-07-01 (23,888 stars) → #102 today — down 5 places among the 169 repos we snapshotted in both windows.
- Its 8-day pace is faster than 28% of the 195 repos where we can currently measure one (#140).
How this is measured. whatstrending.ai stores its own daily star and fork snapshot for every repo in its trending index. Every figure above is a delta between two of those stored rows — 8 snapshots for humanlayer/12-factor-agents between 2026-06-28 and 2026-07-29. Our history starts 2026-06-19; we hold nothing from before that date. Nothing here is estimated, interpolated or back-filled, and days without a snapshot are simply not plotted.
Add the Trending AI Repo badge to your README
humanlayer/12-factor-agents is in the whatstrending.ai tracked index, so this badge already resolves. It is free, needs no account, and updates itself: the rank is recomputed from our stored daily snapshots and the image is re-fetched a few times a day. Clicking it lands on this page, which shows the star history we measured.
[](https://whatstrending.ai/repos/humanlayer/12-factor-agents)<a href="https://whatstrending.ai/repos/humanlayer/12-factor-agents"><img src="https://whatstrending.ai/badge/repo/humanlayer/12-factor-agents.svg" alt="Trending AI Repo"></a>We never open issues or pull requests to ask maintainers to add this. How the badge works →