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Home/Pathfinder roadmaps

Pathfinder

Your goal in. Your plan out.

Say what you want to build, in your own words. Pathfinder picks the modules that get you there, skips what you know, and fits them into the hours you really have.

Build my roadmap, free
A Pathfinder roadmap: a goal, eight weeks of modules, and a status of on track.
Your roadmapOn track

“A chatbot that answers from our HR policy PDFs”

8 weeks5 h / week14 modules
  1. W1Python for dataYou know this
  2. W2–3Embeddings and vector searchHands-on
  3. W4–6Build the RAG pipelineHands-on
  4. W7Evaluating answersIn depth
  5. W8Ship it behind an APIHands-on

How it works

Three steps. That's it.

  1. 01Say the goal“Build a chatbot over our HR policies.” Plain words are fine.
  2. 02Tell it your weekYour Python level, and how many hours a week you can give it.
  3. 03Get the planModules, depth and weeks, with the reason each one is there.

The detail

What makes it different.

It skips what you knowTopics you already have are marked as covered, not repeated.
Hands-on or in depthEach module says whether to build with it or study the theory.
Checked twiceAn AI planner proposes, a second AI reviews it, and plain code does the arithmetic.
Keeps you honestAhead, on track or behind, and the hours a week it takes to catch up.
Made forStudents Professionals Teams

FAQ

Questions, answered

Is Pathfinder free?

Yes, while it's in beta. You get the full roadmap without paying.

Where do the modules come from?

From our own library of 567 topics, from Python basics to production agents, so every roadmap is built from material that exists and fits together.

Is the plan a promise?

It's a recommendation. You decide what to study, and you can rebuild the plan whenever your goal or your week changes.

Ready?Build my roadmap, freeNext featureSquad ModeStudy rooms with friends, a timer and a mood.