# AWS explains four layers of context engineering using Deep Insight

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

- Source: AWS Machine Learning Blog
- Published: 2026-11-04T16:30:40.000Z
- Bad Influence: https://badinfluence.news/items/pqwkp5becyx0erl7rizin6ij6
- Original: https://aws.amazon.com/blogs/machine-learning/four-layers-of-context-engineering-for-production-ai-agents-how-deep-insight-applies-them-in-working-code/

## Summary

AWS Machine Learning Blog explains four layers of context engineering for production AI agents, applying them in Deep Insight, an open source multi-agent data analysis solution built on the Strands Agents SDK and Amazon Bedrock AgentCore.