Navigate Your Career in the AI Era.
16 self-paced career paths, 201 tested prompts, free calculators, a weekly digest and a model directory, for people who use AI, build with it, or earn with it.
- 16
- career paths
- 148
- modules
- 201
- prompts
- ~47h
- of content
AI & LLM Foundations for Engineers
Use the least autonomy that reliably solves the problem. A deterministic workflow is usually easier to test and operate than a free-form agent.
Layers · tokens · context windows · embeddings · what to build
Careers · what employers are asking for now
Eight new AI-native roles.
New jobs appear when AI agents do part of the work. See what each one owns, what a day looks like, and the exact path to learn it.
Builds software by directing AI agents, and keeps the quality high.
See the role →Designs and runs teams of agents so the work arrives on time and well checked.
See the role →Works with a customer to turn a messy problem into an AI solution that runs in their world.
See the role →Decides where an organisation should use AI, and turns that plan into funded projects.
See the role →Proves whether an AI system is good enough, and keeps checking after launch.
See the role →Protects AI systems from attacks, data leaks and misuse.
See the role →Sets the rules for safe AI use and checks that people follow them.
See the role →Decides what AI product to build, for whom, and how to measure it.
See the role →Self-paced career paths — from everyday AI use to building agents, designing websites and 3D, automating businesses and acing interviews. The first modules of every path are free.
The Academy
Pick the path that matches where you're headed.
Foundations
Get confident with AI tools and prompts — no coding needed.
Build and run AI agents
Engineer, orchestrate and operate agents in production.
Create with AI
Websites, visuals, 3D and motion — client-ready work.
Product, strategy & governance
Decide how AI is used, and keep it responsible.
Earn with AI
Automation, freelancing and building your own business.
Interview & career prep
Model answers, system-design practice and mock interviews for AI roles.
Not sure where to start? Answer two questions and get a suggested order →
Prompt library
Recently added prompts.
Write a portfolio case study that shows senior engineering judgment.
Practice a design question and get structured feedback on your answer.
Turn a rough experience into a tight, quantified interview story.
A tough, fair system-design interviewer that scores you on a rubric.
Turn your links and notes into a verified, useful weekly issue.
Write the policy a deterministic guardrail layer will enforce.
Token & cost estimator, agent run cost, energy / water / CO₂ footprint and automation ROI — all in your browser.
Open the calculators →Weekly digestA gated frontier model, OpenAI's always-on agent, and the EU's rules in forceGoogle's newest model reaches security defenders before anyone else, OpenAI shows an 'always-on' agent while shelving a model over safety concerns, and the EU's AI transparency rules are now enforceable.
Read & subscribe →Try before you unlock
The first modules of every path — and every free prompt — are fully open. No signup wall on the good stuff.
Learn by doing
Every module ends with a hands-on exercise, a takeaway card and a self-check quiz; the labs build portfolio projects.
Prompts built in
Each path links to the relevant prompts, so theory turns into something you can run today.
One subscription
Unlocks every course and the entire prompt library — no per-course or per-pack pricing.
Start with a free module today.
No card needed. Pick a path, try the first lessons, and unlock the rest when you're ready.
Explore the Academy →