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Multi-Agent

Multi-Agent Systems

Multi-agent coordination in software engineering. The new inner loop: five agents converging on a single correct solution.

FAQ

What is multi-agent coordination in software engineering?

Multi-agent coordination is the practice of having multiple AI agents collaborate on a single coding task. The agents divide the work, share context, and converge on a solution. We study the coordination patterns that lead to successful pull requests. arXiv:2606.19616.

What is grite?

grite is the open-source toolkit that implements the multi-agent coordination framework. It is at github.com/neul-labs/grite. grite provides the coordination primitives (handoff, consensus, dissent), the metrics (time-to-PR, consensus rate, agent-credit), and the evaluation harness.

Why is multi-agent coordination the new test of orchestration?

Single-agent coding is a commodity — the model is the same, the prompt is the only differentiator. The differentiation in 2026 and beyond is in the orchestration: how do you split work across agents, share context, and converge on a solution.

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