Prompts as Test Design: A Practical Framework for AI Testing
The promise of AI breaks down when testing focuses only on idealized inputs. Real users ask incomplete questions, switch languages mid-thread, or provide contradictory details that models must still handle.
Without prompts that capture these complexities, quality signals remain misleading at best. In his latest article, Hemraj Bedassee, Delivery Excellence Practitioner at Testlio, shows how to turn prompts into a systematic way to test LLMs. The article unpacks strategies for coverage planning, regression discipline, and exploratory probing to surface blind spots before customers do.