AI agents, from zero to mastery —
free, and open to inspection.
Three tracks, four stages — pick the one that matches your background. Every lesson states its method, raw data and traceable sources; anything adapted from an open-source course is attributed with its licence at the end.
- Tracks
- 3
- Lessons
- 156
- Readable now
- 156
- Total hours
- 129h
- Tools catalogued
- 62
- Scenarios
- 30
Pick a track
All three end in the same place: being able to judge for yourselfWhich track is mine?
Not sure? Match yourself below. Choosing wrong costs nothing — the three tracks share the same articles, so your progress carries over.
| Your situation | Take this | What this track is like |
|---|---|---|
| I want to write the code myself, build an agent, and ship it | Developer Track | Code, architecture diagrams, and numbers we measured ourselves |
| I want to automate my team's processes without writing code | Business Track | Completable with no code; focused on ROI, adoption friction, and pitfalls |
| I do investment research, due diligence, or valuation modelling | Finance Track | Junze Think Tank's signature path; every conclusion ships with verification gates |
Four stages: beginner → expert
Every track uses the same stage definitions, so depth means the same thing whichever track you switch to.
- 1Beginner
You know the vocabulary, what it can do, and have run it once
- 2Intermediate
You complete standard tasks alone, pick tools, and grasp the principles
- 3Advanced
You design solutions, make tradeoffs, and handle messy real-world data
- 4Expert
You build your own frameworks, benchmark rigorously, and judge the frontier
62 tools, reviewed honestly
Every entry states who it is for and who it is not for. Amounts appear only after manual verification; otherwise we say so and link to the official pricing page.
Browse the tool library30 pain-point → tool → step recipes
No theory — just how to finish one thing. Each recipe states how long it takes, which tools to combine, and what you end up with.
ScenariosJunze Think Tank
We do investment research, corporate due diligence, and AI adoption consulting. This site is where we publish our methodology — free of charge, because a method that can be inspected is the only kind worth trusting.
Start learning- Three learning tracks