FastAPI Team Engineering Benchmarks
DevOps & Infrastructure
GitHub
As of July 27, 2026, FastAPI Team has 405 merged pull requests, 1.5 hours median cycle time, 3.7 hours median review time, and 8 active contributors in the last 90 days. AI-related signals appear on 6.5% of recent work.
PRs with AI-related signals take 41% 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
22.5h
with signals
15.9h
baseline
41.1%
difference
AI-Related Signals
53.3%
97 of 182 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Fastapi flagship | 405 | 15.9% | 2.3h | 4.0h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 37 minutes ago.
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