🎬 AI Testing Series Day 1 — Test AI 10x Faster with promptfoo!
Video Details
Channel: AB Automation Hub
URL: https://www.youtube.com/watch?v=vfHu2-YLBWE
Relevance: ⭐⭐⭐⭐⭐
Summary
Introduction to Promptfoo, an open-source LLM testing framework. Day 1 covers: defining test cases as YAML, running tests across multiple models simultaneously, comparing outputs, and generating HTML reports. Demonstrates testing a classification prompt across GPT-4, Claude, and Llama 3 simultaneously.
PUMA Relevance
Promptfoo is applicable to PUMA’s experiment design: running the same 200-issue triage test suite across Llama 3.2 8B × 4 strategies simultaneously and generating a comparison report. The multi-model simultaneous testing capability could reduce Stage 1 experiment runtime from sequential to parallel. The HTML report format is usable in PUMA’s Section 3 (Results).