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Four layers of context engineering for production AI agents: How Deep Insight applies them in working code

AWS Machine Learning Blog ·

Summary: In production AI agents, context management is the real bottleneck. This post presents a four-layer context engineering framework (architecture, prompts, file-based tools, and verification agents), implemented in working code from Deep Insight, an open source multi-agent data ana

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AWS Machine Learning Blog, on 4 Nov 2026. The full article is at the source link on this page.