Managing Context in Production AI Agents: Deep Insight's Four-Layer Framework

Context management is the real challenge when running AI agents in production, and Deep Insight shows you how to handle it with a four-layer engineering framework covering architecture, prompts, file-based tools, and verification agents. The article walks through working code built on Strands Agents SDK and Amazon Bedrock AgentCore, so you can see exactly how to implement these patterns in your own multi-agent data analysis projects.