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Antiwork Engineering Benchmarks

E-Commerce GitHub
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As of June 3, 2026, Antiwork has 1,118 merged pull requests, 2.8 hours median cycle time, 0.2 hours median review time, and 11 active contributors in the last 90 days. AI-related signals appear on 62.8% of recent work.

PRs with AI-related signals take 48% 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.

Top AI Coding Agents

Most active AI coding agents in the last 90 days.

Cycle Time by AI-Related Signals

29.3h
with signals
19.7h
baseline
48.4%
difference

AI-Related Signals

73.9%
624 of 844 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 1083 79.1% 0.9h 0.1h
Helper 6 0.0% 0.0h 0.0h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 21 minutes ago.

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