DevOps & Infrastructure
The devops & infrastructure industry averages 16.0% AI adoption across 12 tracked projects.
Organizations
12
Total PRs
11913
Avg AI Adoption
16.0%
Avg Cycle Time
6.7h
Organization Comparison
| Organization | Total PRs | AI Adoption | Cycle Time | Contributors |
|---|---|---|---|---|
| Vercel | 3805 | 7.5% | 8.1h | 194 |
| Deno | 1957 | 23.6% | 10.9h | 46 |
| Laravel | 1028 | 0.9% | 8.0h | 146 |
| Dub | 905 | 98.1% | 3.4h | 5 |
| Astro | 894 | 1.6% | 8.1h | 88 |
| Svelte | 866 | 2.5% | 6.3h | 46 |
| Coolify | 622 | 30.7% | 1.2h | 31 |
| Remix | 469 | 0.6% | 0.7h | 14 |
| Traefik | 466 | 1.0% | 16.7h | 41 |
| Nuxt | 412 | 15.5% | 4.0h | 37 |
| FastAPI Team | 282 | 3.5% | 2.0h | 8 |
| Hoppscotch | 207 | 6.5% | 10.7h | 8 |
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.