FastAPI Team Engineering Benchmarks
DevOps & Infrastructure
GitHub
As of June 3, 2026, FastAPI Team has 282 merged pull requests, 2.0 hours median cycle time, 3.6 hours median review time, and 8 active contributors in the last 90 days. AI-related signals appear on 3.5% of recent work.
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
30.6h
with signals
30.9h
baseline
-1.1%
difference
AI-Related Signals
46.3%
50 of 108 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Fastapi flagship | 282 | 4.1% | 4.1h | 3.5h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 18 minutes ago.
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