Traefik Engineering Benchmarks
DevOps & Infrastructure
GitHub
As of July 27, 2026, Traefik has 622 merged pull requests, 5.2 hours median cycle time, 1.2 hours median review time, and 48 active contributors in the last 90 days. AI-related signals appear on 2.2% of recent work.
PRs with AI-related signals take 23% longer than the baseline.
Delivery Trend and AI Signals
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
Cycle Time by AI-Related Signals
45.7h
with signals
37.1h
baseline
23.1%
difference
AI-Related Signals
5.9%
13 of 220 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Traefik flagship | 622 | 2.6% | 0.6h | 0.3h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 39 minutes ago.
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