concurrent.cd

“We observed that the percentage of textual conflict encountered was significantly higher for cross-agent pairs compared to intra-agent pairs: 41.7% vs. 19.8%, respectively, with non-overlapping 95% confidence intervals.”

— George Xu, Arjun Subramanian and Nithilan Karthik · Abstract

Quote · arxiv.org

Read the source on arxiv.org

From “Cross-agent PRs conflict twice as often”, found 2026-10-16.

Take

Puts a number on concurrent-agent conflicts. Mixing different agents in one repo roughly doubles the conflict rate.

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