Keycloak Engineering Benchmarks
Identity & Security
GitHub
As of June 3, 2026, Keycloak has 1,485 merged pull requests, 20.5 hours median cycle time, 4.5 hours median review time, and 99 active contributors in the last 90 days. AI-related signals appear on 0.3% of recent work.
PRs with AI-related signals take 80% 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
140.5h
with signals
78.0h
baseline
80.2%
difference
AI-Related Signals
3.3%
26 of 786 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Keycloak flagship | 1485 | 1.1% | 22.0h | 7.3h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 22 minutes ago.
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