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cs.AI2025

Traceability and Accountability in Role-Specialized Multi-Agent LLM Pipelines

Amine Barrak

Sequential multi-agent systems built with large language models (LLMs) can automate complex software tasks, but they are hard to trust because errors quietly pass from one stage to…