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ISQI CTAL-TAE Exam Syllabus Topics:

Section	Objectives
Topic 1: Deployment and Maintenance	- Execution environments and tool integration - Maintenance and evolution of automation assets
Topic 2: Introduction to Test Automation Engineering	- Success factors for automation - Purpose and scope of test automation
Topic 3: System Under Test (SUT) Analysis	- SUT interfaces and dependencies - Testability and automation feasibility
Topic 4: Test Automation Architecture Design	- Architecture patterns for automation solutions - Maintainability and scalability design
Topic 5: Test Automation in the Software Lifecycle	- CI/CD integration considerations - Automation strategy within development processes
Topic 6: Test Automation Metrics and Risk Management	- Measurement and reporting of automation effectiveness - Risk analysis for automation projects
Topic 7: Test Automation Development	- Framework implementation - Test script design and coding standards

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q81-Q86):

NEW QUESTION # 81
A suite of automated test cases was run multiple times on the same release of the SUT in the same test environment. Consider analyzing a test histogram that shows the distribution of test results (pass, fail, etc.) for each test case across these runs. Which of the following potential issues is MOST likely to be identified as a result of such an analysis?

A. Outliers in test execution times
B. Security vulnerabilities in automated test cases
C. Unstable automated test cases
D. Maintainability issues in automated test cases

Answer: C

Explanation:
TAE recommends monitoring test results over repeated executions to detect non-determinism and flakiness. A histogram showing pass/fail distributions per test across multiple runs in the same environment and on the same SUT version is especially useful for identifying tests whose outcomes vary without corresponding changes. If a test sometimes passes and sometimes fails under equivalent conditions, the distribution reveals instability: repeated failures for the same test, intermittent patterns, or inconsistent outcomes compared with other tests that remain stable. This is a classic indicator of flaky tests or unstable test design (e.g., synchronization issues, hidden dependencies, data leakage, timing sensitivity) and is a key maintainability
/reliability concern in automation programs. While execution time outliers (A) require time-series or duration metrics rather than pass/fail distributions, a result histogram primarily focuses on outcome variability, not performance. Security vulnerabilities (B) are not identifiable from outcome distributions; they require static analysis, code review, or security testing methods. Maintainability issues (D) are generally inferred from code structure metrics (complexity, duplication), change frequency, or effort trends, not from pass/fail distributions across runs. Therefore, the most likely issue identified by analyzing such a histogram is unstable automated test cases.

NEW QUESTION # 82
A project consists of distributed teams working in a 24-hour environment, where activities happen at all hours of the day. This project adopts a CI (Continuous Integration) process when developer check-in code and consists of automated activities that include generating a build and deploying it to a test environment.
Automated integration tests are run multiple times a day. The project have asked for a report containing the automation test results for every build, which must be available 24/7 to the project team.
Which of the following would be the BEST way to automatically provides this report?

A. Store the execution results of the integration tests for the last build to a database (without overwriting the results from the previous builds). Automatically create a test execution report for this build and send it via e-mail to the project team
B. Store the execution result of the integration tests for the last build to a database (overwriting the results from the previous build), automatically create atest execution report for this build send It via e-mail to the project team
C. Store the execution results of the integration tests for the last build to a database (without overwriting the results from the previous builds), use this database to automatically update a dashboard containing the build history and test results accessible to the project team.
D. Store the code coverage results of the integration tests for the last build to a database (without overwriting the results from the previous builds). And automatically create a chart showing the trend in code coverage and send via email to the project team.

Answer: C

NEW QUESTION # 83
You identified a suitable project to pilot an automation tool and planned and conduced a pilot. The pilot has been successful and tool Is being deployed within your organization, with a plan to increase tool use by the one project at a time. During this rollout some test processes will be changed slightly to gain additional benefits from using the tool.
In the pilot project, a small set of manual tests were automated for the first time. You are currently monitoring the test automation efficiency and this reveals that the automationregimefor the tests is not yet mature.
Which of the following statements is TRUE?

A. The approach used for deployed this tool is aligned to the standard success factor for deployment
B. The test process should be radically changed to gain additional benefits from using the tool.
C. The pilot project should have been critical so that maximum benefits were delivered
D. The target defined for the project was inappropriate, because the automationregimeforthe automated tests at the end of the pilot is not yet mature.

Answer: B

NEW QUESTION # 84
Designing the System Under Test (SUT) for testability is important for a good test automation approach and can also benefit manual test execution.
Which of the following is NOT a consideration when designing for testability?

A. Control: the SUT needs to provide interfaces that can be used to perform actions on SUT.
B. Re-useability: The code written for the SUT must be re-useable for other similar system.
C. Clearly defined architecture: The SUT Architecture needs to provide clear and understandable interfaces giving control and visibility on all test levels.
D. Observability: The SUT needs to provide interface that give insight into the system.

Answer: B

NEW QUESTION # 85
Consider a SUT that small run on multiple platform during the execution of automated test runs. In each test run an automated test suite needs to be executed, with the same version of the TAF, against the same version of the SUT of each platform. Each platform shall have its own dedicated test environment. Your goal is to implement a process as automated as possible ( i.e with minimal manual intervention) that allows implementing a consistent setup of the TAS across the multiple test environments.
Which two of the following aspects are MOST relevant for achieving your goal in this scenario?
* The configuration of the TAS uses automated installation scripts
* The TAF saves the logs needed to debug errors in XML format
C)Features of the TAF not used by the automated tests have been tested
D)All the automated test cases contain the expected results
E)The TAS components are under configuration management

A. B and c
B. A and d
C. A and e
D. B and d

Answer: C

NEW QUESTION # 86
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