How we write and verify practice questions

The outline

Based on the published exam outline

Each question bank follows the "Skills measured" outline Microsoft publishes for that exam. We record the outline version using a hash, a digital fingerprint of the page, and keep a record of the review that checks how the questions map to its topics.

Microsoft revises outlines regularly, and sometimes publishes an upcoming version ahead of its effective date. A weekly automated check compares the live outline against what shipped and flags drift. If Microsoft's new outline is not yet in effect, the check reports it as upcoming rather than treating today's content as already stale.

Explain, don't trick

Written to explain, not to trick

Every question includes a written explanation. When a format calls for comparing options, the explanation must meet a minimum length before publication. It needs enough detail to explain why the wrong options fail as well as why the correct answer works.

Multiple choice, drag-and-drop ordering, hotspot, and case studies all test skills in the published outline. The questions should test your understanding without relying on ambiguous wording.

Every option

Every option gets a rationale

Where per-option rationales are available, each option has its own explanation. Answer Coach uses those written rationales to explain a wrong choice, so the feedback addresses the answer you selected.

Before publication, automated checks scan every explanation for three defects, and all three must pass:

• An explanation that just labels the answer "correct" without saying why.
• Internal review language accidentally left in the published text.
• A wrong-option rationale that gives away the answer.

Checked always

Checked on every change

Every change to a question bank runs through automated checks before it can publish:

• Data structure and integrity, so nothing malformed ships.
• The bank's mapping against the exam outline.
• Wording problems, such as a stem that gives away its own answer or options that just repeat the question.

A failed check blocks publication outright.

Several checks track a fixed maximum number of existing defects in each bank. Changes can reduce that number but cannot increase it. This prevents new edits from adding to the known problems.

Watched weekly

Watched weekly against Microsoft Learn

Two scheduled checks run even when the content hasn't changed. Every Monday, one compares a hash of each live "Skills measured" page with the version recorded for the published bank. Differences flag an outline change for review.

Once a month, the other check tests every question's "learn more" link. Microsoft Learn pages sometimes move or disappear, so this finds links that need repair.

Limits

What we do not claim

This app is not a leaked or memorised question dump, and it contains no live exam items. Microsoft controls the real exam's content, format and scoring, none of which is available to third parties, so passing consistently here does not guarantee passing on the day.

The in-app Exam IQ score is a readiness estimate built from your own practice record, not a promise — see how Exam IQ works for exactly what it measures. Azure Mastery is not affiliated with, endorsed by, or sponsored by Microsoft Corporation.

Frequently asked

FAQs