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Antiwork Engineering Benchmarks

E-Commerce GitHub
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As of October 26, 2026, Antiwork has 3,986 merged pull requests, 1.4 hours median cycle time, 0.1 hours median review time, and 5 active contributors in the last 90 days. AI-related signals appear on 57.7% of recent work.

PRs with AI-related signals take 77% 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

6.6h
with signals
3.8h
baseline
76.8%
difference

AI-Related Signals

72.3%
1455 of 2012 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Flexile 29 0.0% 0.0h 0.0h
Gumroad flagship 3951 68.3% 0.8h 0.1h
Helper 6 0.0% 0.0h 0.0h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 10 hours, 7 minutes ago.

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