Keycloak Engineering Benchmarks
Identity & Security
GitHub
As of October 26, 2026, Keycloak has 3,079 merged pull requests, 22.5 hours median cycle time, 1.6 hours median review time, and 107 active contributors in the last 90 days. AI-related signals appear on 1.7% of recent work.
PRs with AI-related signals take 34% 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.
Top AI Coding Agents
Most active AI coding agents in the last 90 days.
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copilot-swe-agent
3 PRs (100.0%)
Cycle Time by AI-Related Signals
81.0h
with signals
60.3h
baseline
34.4%
difference
AI-Related Signals
26.1%
293 of 1123 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Keycloak flagship | 3079 | 5.0% | 13.0h | 0.4h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 43 minutes ago.
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