agent/papers/items/2026-2607-02186-ua-chatdev-uncertainty-aware-multi-agent-collaboration-for-reliable-software-dev.md

Paper: UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development

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type: paper title: "UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development" authors: Temitayo Olamilekan Ogunsusi, Lijun Qian, Xishuang Dong year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.02186 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-02 updated_at: 2026-07-02 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• multi-agent
• rag
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: multi-agent-llm

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: multi-agent-llm
• inferred topics: agent-evaluation, coding-agent, multi-agent, rag, tool-use
• arXiv categories: cs.AI
• collection score: 16

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.02186