Keycloak Engineering Benchmarks
Identity & Security
GitHub
As of July 27, 2026, Keycloak has 1,945 merged pull requests, 21.6 hours median cycle time, 3.3 hours median review time, and 95 active contributors in the last 90 days. AI-related signals appear on 0.5% of recent work.
PRs with AI-related signals take 13% 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.
-
copilot-swe-agent
1 PRs (100.0%)
Cycle Time by AI-Related Signals
77.4h
with signals
68.6h
baseline
12.9%
difference
AI-Related Signals
26.2%
201 of 767 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Keycloak flagship | 1945 | 1.1% | 25.0h | 0.2h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 40 minutes ago.
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