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arXiv — cs.AI preprintsInternational7 October 2026

Verifying Coordination in Parallel Coding Agents: NP-Bench and a Scheduling Planner

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arXiv:2610.07261v1 Announce Type: new Abstract: A team of coding agents can look fine agent by agent yet fail as a team: each passes its own tests while the merged result is broken, and single-agent evaluation never catches it. As teams run several LLM coding agents in parallel on one codebase, the agents collide: two rewrite the same function, one codes against a contract a teammate just changed, and integration fails after the work is done. Most coordination tools react (watch for a conflict, then warn), but at agent speed the warning arrives after the wasted edit. We recast the problem as s
— arXiv — cs.AI preprints

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