🛠 Practice Track

Let's Learn Practically — Step by Step

📐 Short, hands-on guides 🌱 Growing over time
← Back to the AI Roadmap

The seven roadmap levels build understanding. This is the other half: doing one specific thing, all the way through, with nothing skipped. No theory detours, no "and then configure it appropriately" hand-waving — just the actual steps in the actual order, including the bits that usually go wrong.

Every guide here follows the same shape
1 What you'll have at the end. Stated up front, so you know in ten seconds whether this is the page you need.
2 What you need before starting. Accounts, tools, versions — checked first rather than discovered halfway.
3 The steps. Numbered, small, each one verifiable before you move on.
4 When it goes wrong. The errors you'll actually hit, and what each one means.
🌱

No guides published yet

This track is just getting started. The first walkthroughs are being written now — check back shortly, or work through the roadmap in the meantime.

First up
Get your first API key and make one working call soon
Set up an AI assistant inside your code editor soon
Point a model at your own folder of documents soon
Connect your first MCP server, end to end soon
← AI Roadmap Read the blog →