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[ARTICLE · art-73240] src=post-merge-reality.github.io ↗ pub= topic=artificial-intelligence verified=true sentiment=↓ negative

Measuring the Post-Merge Fate of Agentic Code

A first longitudinal empirical study of 182 public GitHub repositories tracking 30K+ agentic commits and 121M+ lifecycle lines from May 2025 to May 2026 found that agentic code has 46% higher corrective maintenance rates and 1.51 times more high-severity static security findings than human contributions, and that increasing agentic code share raises the corrective maintenance burden within projects.

read1 min views1 publishedJul 25, 2026

Measuring the Post-Merge Fate of Agentic Code #

First longitudinal empirical study of the post-merge lifecycle of agentic and human code in real-world open source projects.

182

public GitHub repositories 30K+ agentic commits

121M+ lifecycle lines tracked

12 maintenance operational intents

143K+ security & dependency findings

1 year May 2025 to May 2026

Finding Highlights: #

46% higher corrective maintenance rates than human contributions

1.51x times more high-severity static security findings than human contributions

Agentic code share increases the corrective maintenance burden within projects

No review rate increases the agentic maintenance burden of a project

Interested to learn more? Check out the interactive visualization to play with the data yourself!

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