《How to Gracefully Debug in Agentic and Vibe Coding?》 5 Tips: 1. Tell the agent to do test-driven development. After coding, have it immediately run unit tests on its own. 2. After completing a major feature, let the agent perform fully automated smoke tests by itself—usually for the backend. This means using automated scripts to check if the core processes work correctly. If there’s an issue, the agent fixes it without human intervention. 3. Use OpenClaw’s browser functionality to let the agent simulate front-end webpage clicks for fully automated front-end testing. If there’s a problem, the agent fixes it on its own. 4. If the agent gets stuck, it can ask other agents for help. Sometimes an agent can get trapped in its own thought process and needs another agent to diagnose the issue. 5. The final code must be reviewed by another agent, preferably from a different model. Two agents can resolve bugs through dialogue. Anyone got other tips? #Debugging #Agentic #VibeCoding