ReAct Loop Visualization for Agent Debugging
OpenClaw implements ReAct loop (Reason + Act) pattern, streaming partial responses in real-time. Watch tool being called, see result come back, observe model reasoning before reply. Essential for debugging agent behavior and understanding decision paths.
OpenClaw Research shared their OpenClaw setup.
Overview
OpenClaw implements ReAct loop (Reason + Act) pattern, streaming partial responses in real-time. Watch tool being called, see result come back, observe model reasoning before reply. Essential for debugging agent behavior and understanding decision paths.
Setup
Requirements: OpenClaw or Clawdbot, Always-on machine (Mac Mini, VPS, etc.), Claude API Key
Estimated setup time: 1-2 hours
Monthly API cost: $5-10
Source
[Original post](https://bibek-poudel.medium.com/how-openclaw-works-understanding-ai-agents-through-a-real-architecture-5d59cc7a4764)
Requirements
- OpenClaw or Clawdbot
- Always-on machine (Mac Mini, VPS, etc.)
- Claude API Key