Free · Finnish and English
Bilingual lessons in agentic AI.
Prompt Learn teaches how to actually build with agents, from first principles to production. Free and in Finnish and English. Sign in to keep your progress.
// Find a path37 paths
6Personal productivity agentAutomate one daily chore end to end — your first safe agent with function calling and a real data connection.5Research & notes assistantAn agent that reads your files, summarizes them, and briefs you — grounded in your own notes.5Coding companionUse an AI coding agent on your own repo, safely — drive real changes and review every diff.5Connect AI to your stuffWire an agent into your tools and files via MCP — the foundation every personal agent builds on.
Number = lessons in the path.95lessons37learning paths209tools in the directory142resources
// Tracks
Where to start.
No background neededFoundationsThe words every other lesson assumes you know: editor, terminal, API key, Git, deploy. Explained plainly.1 path →For yourselfBuild agentsAutomate your own work. Inbox triage, meeting prep, research helpers and assistants that run on their own.17 paths →For othersBuild AI appsShip something other people use. Streaming chat, RAG over your docs, agentic UIs, multi-user apps.14 paths →By fieldVerticalsPaths for sales, marketing, personal finance, studying and job search.5 paths →
// More than a course
What's inside.
- 01LessonsPlain-language explainers with real code and real sources, each with an AI tutor that has read the page.
- 02Tools directoryA neutral directory of models, coding agents, frameworks, vector databases and evals.
- 03ResourcesCreators, courses, lab guides, research, communities and podcasts. Checked and linked.
- 04MCP and skillsAn MCP server and six downloadable skills for Claude Code, Cursor, Claude Desktop and ChatGPT.
// Use it in your editorPrompt Learn as an MCP server.Search the curriculum, read lessons, get code patterns and path recommendations from inside Claude Code, Cursor or ChatGPT.
claude mcp add --transport http prompt-learn https://promptlearn.aaltoes.com/api/mcp// With our eventsPaths that prep you for Prompt events.Workshops link to the matching lessons, so you can prepare before and keep going after.Workshops →Bootcamps →
// Why we built itA durable place to learn.We run hackathons, firesides and workshops, and we kept noticing that a structured place to learn was missing. Prompt Learn is that place. Free and provider-neutral.