FastAPI Team Engineering Benchmarks
DevOps & Infrastructure
GitHub
As of October 26, 2026, FastAPI Team has 606 merged pull requests, 0.5 hours median cycle time, 3.9 hours median review time, and 4 active contributors in the last 90 days. AI-related signals appear on 9.3% of recent work.
PRs with AI-related signals ship 85% faster 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
1.8h
with signals
12.5h
baseline
-85.4%
difference
AI-Related Signals
13.0%
24 of 184 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Fastapi flagship | 606 | 0.0% | 0.2h | 6.0h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 39 minutes ago.
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