Deep Agents Middleware Explained: How to Build Smarter AI Agents

Deep Agents uses a middleware stack to handle common agent problems like long conversations, broken tool calls, and file access. The default stack includes seven middleware components for task tracking, summarization, and sub-agent coordination. Developers can customize behavior by adding or swapping middleware without touching core agent logic.