How to Design a Streaming Decision Agent with Partial Reasoning, Online Replanning, and Reactive Mid-Execution Adaptation in Dynamic Environments

This tutorial demonstrates building a Streaming Decision Agent for dynamic environments. The system combines partial reasoning, online replanning, and reactive adaptation during execution. Using a receding-horizon loop with online A* planning, the agent navigates a dynamic grid world with moving obstacles and shifting goals while continuously streaming safe reasoning updates.