FastAPI Team Engineering Benchmarks
DevOps & Infrastructure
GitHub
As of September 11, 2026, FastAPI Team has 479 merged pull requests, 1.0 hours median cycle time, 3.8 hours median review time, and 6 active contributors in the last 90 days. AI-related signals appear on 11.8% of recent work.
PRs with AI-related signals ship 50% 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
12.3h
with signals
24.5h
baseline
-49.9%
difference
AI-Related Signals
55.3%
105 of 190 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Fastapi flagship | 479 | 17.4% | 97.6h | 6.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 34 minutes ago.
See Your Team's Benchmarks