AI Cookbook · living repository

Fundamentals

How to think about AI before building anything: decisions, structure and judgment.

living repository // 26 recipes // goal 11 per category, no repeats // latest 2026-09-22

each recipe: questions, ready prompt, one step at a time

1 question · 4 steps · guided mode
FundamentalsNo code

When not to build an AI agent (and what to do instead)

Most business problems are solved better with a fixed flow of steps than with an autonomous agent. This recipe helps you decide which one you need before spending a peso.

One hour of analysis
3 questions · 5 steps · guided mode
FundamentalsNo code

The five-part structure of a prompt that does not fail

Role, context, task, output format and examples. Prompts that fail almost always leave out two of the five. This recipe is the template we use in all the others.

Twenty minutes to rewrite your most-used prompt
6 questions · 5 steps · guided mode
FundamentalsLow code

Connect your first tool to Claude via MCP in ten minutes

MCP is the standard plug between AI assistants and external tools. With this recipe you connect the first one, understand what it can and cannot do, and are ready to connect your own.

Half an hour, including the first conversation with the connected tool
3 questions · 5 steps · guided mode
FundamentalsNo code

Run AI on the office computer, with no API and no per-token cost

A program looks at your computer, tells you which AI models it can run well and how fast, downloads them and gets them ready. For data that cannot leave the company and for working offline.

Forty-five minutes, most of it waiting for the model download
6 questions · 5 steps · guided mode
FundamentalsNo code

Try an open AI model on Hugging Face without installing anything

Before paying for a tool or asking someone to build it, you test for free in the browser the open model that would solve it: generating images, transcribing audio, classifying text, translating. In ten minutes you know whether it works.

Fifteen minutes per model tested
3 questions · 5 steps · guided mode
FundamentalsNo code

Choose which AI model to use for each task without overpaying

A simple rule for deciding which model to use for each job: the most capable one for what is hard and important, the fastest and cheapest for what is repetitive. With a table you build in twenty minutes and use all year.

Twenty minutes

radar // github + hugging face

On the radar today: GitHub and Hugging Face

The all-time best and what is moving most in the last 15 days, 11 and 11 per source, no repeats. Refreshed every morning.

reading the radar…

What a recipe is

A real case, published by a company, a repository or a verifiable outlet, turned into instructions you can follow today. Plus a guided mode: it asks about your business, builds your prompt and walks you through one step at a time.

How it is verified

Every recipe carries its original source with a link and a verification date. Figures are quoted exactly as the source publishes them; if the source gives no numbers, neither does the recipe. Never two recipes about the same thing.

Get them

A new recipe comes out almost every day. Follow along via RSS at /en/recipes/rss.xml, on @oladigital.cl or on Telegram.