pith:ZJZA7RCM
The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering
AIDev supplies the first large-scale dataset of 456,000 real pull requests from five autonomous coding agents to ground study of AI teammates in software development.
arxiv:2507.15003 v1 · 2025-07-20 · cs.SE · cs.AI · cs.CE · cs.LG
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Claims
AIDev provides an unprecedented empirical foundation for studying autonomous teammates in software development, enabling research in benchmarking, agent readiness, optimization, collaboration modeling, and AI governance beyond synthetic benchmarks.
The collected pull requests accurately represent typical in-the-wild agent behavior without major selection bias from the five chosen agents or the repositories that expose their activity.
AIDev is a new open dataset of 456k AI-agent pull requests showing agents submit code faster than humans but with lower acceptance rates and simpler changes.
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| First computed | 2026-05-17T23:38:50.696599Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
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| Schema | pith-number/v1.0 |
Canonical hash
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· · · · ·Agent API
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# expect: ca720fc44cf54e50f565bab009319c99afe51ab29498b6ddf06e63bf78b67ae2
Canonical record JSON
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