AZ-400 Design and implement a DevOps infrastructure Practice Question
This AZ-400 practice question tests your understanding of design and implement a devops infrastructure. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A company uses Azure DevOps for CI/CD. They have a multi-stage YAML pipeline that builds a Java application, runs unit tests, and deploys to a test environment. The test environment uses an Azure SQL Database. The pipeline currently runs successfully but the team notices that the test database schema is not always up-to-date. They want to apply database migrations automatically as part of the pipeline. Which tool or task should they integrate?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "always"
Why it matters: Absolute qualifier. An answer using 'always' is only correct if there are genuinely no exceptions — absolute statements are often wrong in networking.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Integrate Flyway or similar database migration tool in the pipeline.
Option D is correct because Flyway is a dedicated database migration tool that integrates seamlessly with Azure DevOps pipelines, allowing you to version-control and apply schema changes automatically. Unlike ad-hoc scripts, Flyway tracks which migrations have been applied, ensuring the test database schema is always up-to-date without manual intervention.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Use the Azure SQL Database deployment task to run a SQL script manually.
Why it's wrong here
Manual script execution is error-prone and not automated.
✗
Use Azure SQL Database backup and restore to update the schema.
Why it's wrong here
Backup/restore does not apply incremental schema changes.
✗
Add a PowerShell task that runs SQLCMD.
Why it's wrong here
SQLCMD can run scripts but lacks versioning and rollback capabilities.
✓
Integrate Flyway or similar database migration tool in the pipeline.
Why this is correct
Flyway provides versioned migrations that can be automated in CI/CD.
Clue confirmation
The clue word "always" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may think any SQL execution task (like SQLCMD or the Azure SQL task) is sufficient for schema updates, overlooking the critical need for version control, state tracking, and repeatability that dedicated migration tools provide.
Detailed technical explanation
How to think about this question
Flyway uses a schema history table (e.g., `flyway_schema_history`) to record which migration scripts have been applied, enabling idempotent and incremental updates. In a CI/CD pipeline, Flyway can be invoked via the Flyway CLI or a Docker container, and it supports both SQL-based and Java-based migrations, making it suitable for complex schema changes like data migrations or stored procedure updates. A real-world scenario is when multiple developers commit schema changes in parallel; Flyway detects conflicts by migration version numbers and prevents duplicate or out-of-order application.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
Related glossary terms
Concepts from this question explained
These glossary pages explain the core terms tested in this AZ-400 question in full detail.
Design and implement a DevOps infrastructure — This question tests Design and implement a DevOps infrastructure — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Integrate Flyway or similar database migration tool in the pipeline. — Option D is correct because Flyway is a dedicated database migration tool that integrates seamlessly with Azure DevOps pipelines, allowing you to version-control and apply schema changes automatically. Unlike ad-hoc scripts, Flyway tracks which migrations have been applied, ensuring the test database schema is always up-to-date without manual intervention.
What should I do if I get this AZ-400 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "always". Absolute qualifier. An answer using 'always' is only correct if there are genuinely no exceptions — absolute statements are often wrong in networking.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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