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LearnStep 1 of 4
Debugging Agents
Learning Objectives
- •Debug agent issues
- •Handle failures gracefully
- •Optimize agent performance
Lesson Outline
LearnStep 1/4
Debugging Agents
python
Inspect Intermediate Steps
python
Common Issues
| Issue | Solution |
|---|---|
| Agent loops forever | Set max_iterations, improve tool descriptions |
| Wrong tool selected | Make descriptions more specific and distinct |
| Bad tool inputs | Add examples in docstring, use Pydantic schemas |
| Agent ignores tool results | Improve system prompt to use observations |