Prompt Engineering Lab

Run the same query through 3 different prompt templates and score outputs by quality. Build a systematic prompt testing and iteration tool — the skill every AI engineer needs.

You will learn to:

• Design and compare multiple prompt templates for the same task systematically
• Use concurrent API calls to run prompt variants in parallel
• Build a scoring system to quantitatively evaluate prompt quality
• Identify which prompt patterns (chain-of-thought, few-shot, direct) work best for different query types
• Maintain and analyze experiment records to guide prompt iteration