Fix agent behaviors
Debug wrong response
How to fix when your AI agent gives incorrect responses
1
Check Model Capability
If your agent isn’t following instructions correctly, especially with longer or complex prompts:
- Check if you’re using a lightweight model (e.g., 4o-mini)
- Switch to a more capable model like
gpt-4o
2
Review Prompt Structure
If the issue persists:
- Check if your prompt structure is too complex
- Follow our prompt engineering guide
- Break down complex tasks into clear, sequential steps
- Add explicit transition conditions between different steps
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