I am studying for the Claude Certified Architect, Foundations exam. It is Anthropic's certification for people who build real systems on Claude, and since that is literally my job, I figured I should have the piece of paper.
So I did what I do for everything now. I asked Claude for a practice test.
It gave me a decent one. Thirty questions, five domains, explanations. I took it and got most of them right, which felt great for about ten minutes, until I noticed why. The correct answer was always the longest option and the only one with any technical words in it. I was not passing on knowledge. I was passing on test-taking instinct.
That bugged me enough to rebuild the whole thing. What came out is below, and you can use it right now, for free, no signup.
What is different about it
I had heard that being corrected right after each answer helps you learn faster, so I asked Claude what else the research says. It turns out there is a whole field on this, and almost none of it shows up in the practice tests people actually use. Here is what the trainer does:
- You answer from memory. That is the learning. Reading documentation gives you the feeling of understanding without the recall.
- You rate your confidence before you see the answer. Being sure and wrong is the correction your brain holds onto hardest. The trainer flags those and makes you read the explanation twice.
- You get corrected immediately. The right answer, the reasoning, and one line on why each wrong option is wrong.
- Misses come back. Later in the same round, then tomorrow, then in three days, a week, two weeks. Things you have mastered stop showing up.
- Ten questions at a time, domains mixed the way the real exam mixes them. Ten minutes a day beats a Saturday marathon.
The questions are all workplace scenarios: an agent that has to decide when to escalate to a human, a tool that fails silently in production, a coding session that keeps ignoring the team's conventions. Every option is the same length and the same level of technical, and the wrong answers are real techniques applied in the wrong place. You have to know why.
There are 120 questions today and I am adding batches until it reaches 600. Mock exams pull 30 questions in the official domain proportions, favoring whatever you have not mastered, so a perfect mock actually means something.
The privacy part
Your progress lives in your own browser, on your own computer. Nothing is sent to me. There is no account, no email, no database, and no way for anyone to see who used this or how they scored. If you switch computers you start fresh. That is the trade for not having to trust anyone with anything.
How to use it
Do a round or two a day. Read the corrections even on the questions you got right; the "why the others are wrong" lines are where the near-miss knowledge lives. Take a mock every few days, and aim for two in a row above 90 percent before you book the real thing. And build the actual things: an agent loop, a hook, a cache miss you can see in a request. The trainer tells you what you do not know. A terminal fixes it.
One honest disclaimer: this is an unofficial study aid I wrote from the public exam blueprint and the documentation. It is not affiliated with Anthropic and no question comes from the real exam. Check Anthropic's certification pages for the current format before you register.
If you use it, tell me your mock score. And if you are going for the cert, good luck. I will see you on the other side of the proctor.
The trainer
Works on phone and desktop. Also available on the White Rabbit Advisory Group site.
Where you stand
Each bar shows how far every question in that domain has moved toward mastered. A question is mastered after it has been answered correctly and confidently on several separate days.
Your weakest questions
How this trainer works
- You rate your confidence before you see the answer. Sure-and-wrong is where the deepest learning happens, so those get flagged.
- You get the correct answer, the reasoning, and why each wrong option is wrong, immediately.
- A miss comes back later in the same round. Then it is due again tomorrow, then in 3 days, 7, and 14. A guess that happens to be right does not advance.
- Domains are shuffled together, never grouped, because the real exam mixes them.
- Rounds are ten questions. Do one or two a day rather than a marathon.
- Mock exams draw 30 questions in the real exam's domain proportions, favoring what you have not mastered, so a perfect score means something.
Progress is stored in this browser only. Use the weak-spot report on a round summary to get new questions written for the areas you keep missing.
Round complete
What you missed this round
Weak-spot report
Copy this and paste it to Claude with: "Write me 20 new CCA-F practice questions targeting these weak spots." Then the new questions can be added to this file.