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Traefik Engineering Benchmarks

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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

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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