Google Prompt Engineering Guide

Google just dropped the ultimate Prompt Engineering guide.

Whether you're technical or not, this is a must-read if you're building with LLMs and AI.

I read it this weekend and it covers everything you need to generate reliably good outputs.

The deep dive on code prompting is perfect for vibe-coders and anyone using Cursor, Lovable, Replit, or working with no/low-code stacks.

Contents:

1. Proper LLM configuration Length, Temperature, Top-P, Top-K - and how they work together for predictable outputs.

2. Prompting techniques System & role prompting, one-shot & few-shot, chain-of-thought (CoT), tree-of-thought (ToT), and more.

3. Best practices Using examples, fixed outputs, schemas, clear instructions - all you need for consistency and reliability.

It's an incredible resource & worth bookmarking if you're building anything with AI.

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