Context Engineering with Deep Agents: How To Remember Without Keeping Everything In Context
AI-generated summary LangChain discusses techniques for agent engineering to manage model context windows and reduce context rot during longer tasks. The open source harness Deep Agents uses middleware to move context out of active windows into files, summaries, or separate agents.