---
title: "Practical guides"
description: "Hands-on guides for the working researcher — fine-tuning, evals, GPU choices, and writing your first paper."
canonical_url: "https://fanout.sh/ai/guides"
md_url: "https://fanout.sh/ai/guides.md"
access: "public"
---

# Practical guides

Hands-on guides for the working researcher — fine-tuning, evals, GPU choices, and writing your first paper.

## Guides

### [Prompt Engineering Guide](https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview)

Anthropic's official guide to getting the best results from Claude — structured prompting, chain-of-thought, system prompts, and evaluation.

- Author: Anthropic
- Category: Prompt Engineering

### [Prompting Guide 101](https://static.carahsoft.com/concrete/files/1117/5440/7382/Prompting_Guide_101.pdf)

Google's foundational prompting guide — zero-shot, few-shot, chain-of-thought, and structured output techniques with examples.

- Author: Google
- Category: Prompt Engineering

### [Prompt Engineering by Google](https://drive.google.com/file/d/1AbaBYbEa_EbPelsT40-vj64L-2IwUJHy/view)

Google's advanced prompt engineering guide — covers system instructions, temperature tuning, grounding, and multi-turn patterns.

- Author: Google
- Category: Prompt Engineering

---
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