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This article examines the emerging role of multi-agent artificial intelligence in software development and discusses how agent-based systems may transform programming workflows. It presents a conceptual management model covering task allocation, agent interaction and integration, quality assurance, cascading errors, and human oversight. The article also considers criteria for evaluating system performance, repeatability, controllability, and scaling. The proposed model is conceptual and has not yet been empirically validated.
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Mishina et al. (2026) studied this question.
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