PostHog Analytics Engineering Benchmarks
Product Analytics & Observability
GitHub
As of June 3, 2026, PostHog Analytics has 7,976 merged pull requests, 5.7 hours median cycle time, 0.1 hours median review time, and 222 active contributors in the last 90 days. AI-related signals appear on 19.5% 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.
Top AI Coding Agents
Most active AI coding agents in the last 90 days.
-
copilot-swe-agent
1 PRs (100.0%)
Cycle Time by AI-Related Signals
26.0h
with signals
28.7h
baseline
-9.3%
difference
AI-Related Signals
46.6%
2930 of 6289 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| PostHog flagship | 5019 | 45.6% | 3.9h | 0.1h |
| PostHog JS | 752 | 6.8% | 9.8h | 0.1h |
| PostHog Python | 121 | 2.9% | 3.5h | 0.3h |
| PostHog.com | 2084 | 5.8% | 3.0h | 1.4h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 19 minutes ago.
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