Roadmaps · 13 routes
Not sure where to start? Pick a goal.
Each roadmap puts the right lessons, prompts and tools in order, with a small task at every step so you know you're ready to move on.
AI careers · start here if a job is your goal
The eight AI-native roles
Builds software by directing AI agents, and keeps the quality high.
Full learning pathDesigns and runs teams of agents so the work arrives on time and well checked.
Full learning pathWorks with a customer to turn a messy problem into an AI solution that runs in their world.
Full learning pathDecides where an organisation should use AI, and turns that plan into funded projects.
Full learning pathProves whether an AI system is good enough, and keeps checking after launch.
Full learning pathProtects AI systems from attacks, data leaks and misuse.
Full learning pathSets the rules for safe AI use and checks that people follow them.
Full learning pathDecides what AI product to build, for whom, and how to measure it.
Full learning pathMore goals
Get reliable results from AI in your daily job, with no coding.
For: Anyone who writes, plans, researches or manages work, and wants AI to actually save time.
Go from a brief to a live, good-looking site, and work with clients.
For: Designers, freelancers and small business owners.
Make a consistent, usable visual style, and know the licensing rules.
For: Designers, marketers, product makers and hobbyists.
Build automations that run reliably, then package them as a service.
For: Freelancers, agency owners and operations people. Results vary, and this is not a promise of income.
Learn the topics, practise the questions, then rehearse out loud.
For: Engineers preparing for AI, LLM and agent roles.