DevOps & Infrastructure
The devops & infrastructure industry averages 22.7% AI adoption across 12 tracked projects.
Organizations
12
Total PRs
19157
Avg AI Adoption
22.7%
Avg Cycle Time
7.1h
Organization Comparison
| Organization | Total PRs | AI Adoption | Cycle Time | Contributors |
|---|---|---|---|---|
| Vercel | 6942 | 7.9% | 6.6h | 196 |
| Deno | 2803 | 17.9% | 12.8h | 64 |
| Laravel | 1608 | 1.5% | 7.2h | 151 |
| Svelte | 1537 | 2.4% | 7.3h | 61 |
| Dub | 1296 | 97.8% | 3.7h | 6 |
| Astro | 1213 | 1.8% | 8.6h | 55 |
| Nuxt | 836 | 13.7% | 2.9h | 61 |
| Coolify | 833 | 26.7% | 1.1h | 43 |
| Traefik | 745 | 5.1% | 4.2h | 42 |
| Remix | 631 | 1.0% | 0.7h | 12 |
| FastAPI Team | 479 | 11.8% | 1.0h | 6 |
| Hoppscotch | 234 | 85.3% | 29.7h | 6 |
How We Measure
- Data Source
- Merged pull requests from public GitHub repositories, refreshed daily.
- AI Detection
- Pattern detection plus LLM classification from metadata. Source code content is never accessed.
- Cycle Time
- PR creation to merge. Extreme outliers are excluded.
- Data Threshold
- Organizations must meet a minimum PR threshold to appear in public analytics.