Learn by shipping

An academy for AI builders. Open to everyone.

Every skill it takes, mapped: 457 skills and 1182 links, from your first terminal command to shipping agents in production. Tap any dot to see the path to it.

Bring an idea, or just curiosity. We will figure out what you already know, show you what to learn next, and help you ship real things with the AI tools you already use. What you build along the way shows what you can do.

Already an engineer and want a deeper read on your AI skills? Take the AI Engineering test.

Your path

See where you stand and what to learn next.

The assessment covers the AI Engineering track today. In about 30 minutes it shows which AI engineering skills you already have, which ones are missing, and what to learn next.

  • Your level in each of the five AI Engineering areas
  • An honest assessment of where you stand
  • Courses matched to the gaps it finds, most urgent first
Start your assessment
Sample report · AI Engineering track

AI Engineering Readiness

Developing

LLM Fluency82L3
Building with AI78L3
Agent Engineering54L2
Trust & Evals80L3
Ship & Scale58L2

Build as you learn

Courses on SignalAI include builds you complete yourself.

The AI Engineering course pairs short lessons with builds you do in whichever AI tool you already use. Guidance for specific coding tools and the platforms you deploy on will come with the builder tracks we add next.

How it works

From your first question to things you can show.

Step 01

See where you stand

A short assessment shows what you can already do, so you skip what you know. It starts with the AI Engineering track.

Step 02

Know what to learn next

Your results point you to the lessons that matter most for you, starting with the biggest gaps.

Step 03

Learn by building

Courses pair short lessons with builds you complete yourself, in the AI tool you already use.

Step 04

Show what you built

Your scores and the things you ship live on your SignalAI profile, ready to share.

The builder graph

Hard skills and the capabilities that take practice.

The builder graph runs from your first terminal session through apps, models, coding agents, evals and production, alongside product sense, design taste and judgment. The assessment measures the five AI Engineering domains today, and the other domains become part of it as their tracks are added.

About the assessment →

Computer and tooling foundations

Developer collaboration

Programming foundations

Building apps

LLM fluency

Building with AI

Driving coding agents

Agent engineering

Trust and evals

Ship and scale

Product sense

Design taste

Judgment

Communication

Learning and agency

Launch and distribution

16 domains · filled dots are assessed today in the AI Engineering track · levels L0 to L4

Why SignalAI

We believe your experience isn't losing relevance, it's becoming the foundation for what's next. SignalAI exists to help you meet your goals in the AI era.

Personal

Built around you — your strengths, your gaps, your next step.

Hands-on

Courses include builds you complete yourself, in the AI tool you already use.

Verified

The scores on your profile come from an assessment you completed yourself.