Optimizing Agent Performance

Learn advanced techniques to maximize the performance and efficiency of your AI agents.

Prompt Engineering

Effective prompts are crucial for agent performance. Learn how to:

Write clear, specific instructions

Provide context and examples

Use few-shot learning techniques

Iterate and refine prompts

Optimize agent parameters for your specific use case:

Temperature settings

Max tokens

Top-p and top-k sampling

Frequency and presence penalties

Track and analyze agent performance:

Response times

Success rates

Error patterns

Cost optimization