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Source AWS Machine Learning Blog aws.amazon.com Company Blog
October 21, 2026 ai_technology enterprise_ai

5 production challenges in multi-agent systems and how Deep Insight solved them

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Overview

Many teams build a multi-agent AI prototype in days but hit a wall in production. This post defines five production challenges (orchestration, per-agent model selection, reliable operation, secure code execution, and monitoring) and shows how Deep Insight, an open source multi-agent system on AWS, solves each.

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