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

A four-layer context engineering framework includes architecture, prompts, file-based tools, and verification agents. Deep Insight implemented this framework in working code. Deep Insight is an open source multi-agent data analysis solution on the Strands Agents SDK and Amazon Bedrock AgentCore.