Don't Guess: How to Compare Your AI Prompts
Don't Guess: How to Compare Your AI Prompts
Author: Google Cloud Tech – Duration: 00:07:15
Stop guessing with your AI prompts! Join me, Martin Omander, as I provide a clear “prompt operations” framework for testing, benchmarking, and automating your prompts like a professional engineer. Learn how to go from messy “quick unsubscribe” to building reliable generative AI applications using Google Cloud's powerful tools. In this tutorial, Martin guides you through a 3-step framework (creation, benchmark, integration) for managing your prompts from start to finish. Developers will learn how to use Google Cloud tools for rapid prototyping, get real-world numbers through data-driven benchmarking, and finally, build an automated CI/CD pipeline for true quality control, while avoiding common pitfalls. Resources: Code Repo (Python Notebook and Node.js scripts) → https://goo.gle/4h6GhLn
Current evaluation library used in this video → https://goo.gle/4h8WbVf
New Trial Library (which was still in preview when this video was recorded) → https://goo.gle/4h890iN
Chapters: 0:00 – The “Prompt Churn” Problem 0:49 – The Prompt Operations Framework 1:14 – Step 1: “Craft” (Prototyping in Google Cloud Console) 2:50 – Step 2: “Benchmark” (Getting Hard Numbers) 4:47 – Step 3: “Integrate” (Automation with CI/CD) 6:34 – Final Thoughts: From Guess to engineering Watch more serverless expeditions → https://goo.gle/ServerlessExpeditions
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#GoogleCloud #Serverless #VertexAI Speakers: Martin Omander Products Mentioned: Google Cloud Console
