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ISQI CTAL-TAE Exam Syllabus Topics:

Section	Objectives
Topic 1: Implementation of Test Automation	- Test automation solution (TAS) implementation - SUT-specific adaptors - Test environment configuration (URLs, Credentials, Test data, Common core library) - Test data management - Configuration management in test automation - Integration of test automation with CI/CD pipelines
Topic 2: Continuous Improvement	- Refactoring test code - Analyzing and adapting the test automation strategy over time - Upgrading tools and libraries - Streamlining test suites (removing obsolete tests) - Maintaining automated testing assets
Topic 3: The Generic Test Automation Architecture (gTAA)	- Approaches for automating test cases - Layering of test automation frameworks (Test Generation, Test Definition, Test Execution, Test Adaptation layers) - Tailoring gTAA to create a specific Test Automation Architecture (TAA) - Designing a test automation solution - Design principles and design patterns in test automation (Abstraction, Modularity, Separation of data from scripts) - Capabilities in a test automation architecture
Topic 4: Preparing for Test Automation	- SUT Testability (Observability and Controllability) - Tool Selection and evaluation for specific technology stacks - Evaluating automation tools and technologies - Design for Testability
Topic 5: Verifying the Test Automation Solution (TAS)	- Checking the test environment setup - Verifying that the automation code itself is correct - Automated test suite verification
Topic 6: Test Automation Reporting and Metrics	- Selecting appropriate metrics (e.g., percent automated, defect detection rate) - Visualizing results for different audiences (technical vs. management) - Proving value to stakeholders - Logging: detailed logs for debugging vs. high-level summaries
Topic 7: Introduction and Objectives for Test Automation	- Benefits and limitations of test automation - How SUT (System Under Test) architecture impacts test tool suitability - Test automation within different software development lifecycle models

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q19-Q24):

NEW QUESTION # 19
You are reviewing the testability of your SUT.
Which of the following BEST refers to the characteristic of OBSERVABILITY?

A. The ability of the SUTto perform its intended function for a specified period of time
B. The abilityto identify states, outputs, intermediate result and error messages in the SUT
C. The ability of the SUT to prevent unauthorized access to its components or data.
D. The ability to exercise the SUT by entering inputs, triggering events and invoking methods

Answer: B

NEW QUESTION # 20
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 test process should be radically changed to gain additional benefits from using the tool.
B. The pilot project should have been critical so that maximum benefits were delivered
C. The target defined for the project was inappropriate, because the automationregimeforthe automated tests at the end of the pilot is not yet mature.
D. The approach used for deployed this tool is aligned to the standard success factor for deployment

Answer: A

NEW QUESTION # 21
Which of the following statement about the implementation of automated regression testing is FALSE?

A. When automating regression tests, consideration should be given to how much time would be saved by automation
B. When automating regression tests, the corresponding manual tests should have already been executed to verify they operate correctly
C. When automating regression tests, the initialization stepsset the test preconditions should be automated wherever possible
D. When automating regression tests, the structure of automated tests must always be the same as the corresponding manual tests

Answer: B

NEW QUESTION # 22
(Which of the following statements refers to a typical advantage of test automation?)

A. Automated tests can allow defects to be detected earlier than manual tests because their execution times can be shorter
B. Artificial intelligence can be used to help identify redundant tests within large, long-running automated regression test suites
C. Automated tests can determine whether actual results match expected results, even for non-machine- interpretable results
D. On average, automated tests written at the API level are likely to run faster than automated tests written at the UI level

Answer: D

Explanation:
In the ISTQB Test Automation Engineer (TAE) body of knowledge, a core, typical advantage of test automation is faster feedback through efficient execution, especially when tests are implemented at lower levels (e.g., API/service) rather than through the UI. UI tests inherently traverse more layers (browser, rendering, client-side code, network timing, and often multiple back-end calls), so they tend to be slower and more brittle. API-level tests bypass most UI-related overhead and interact closer to business logic/services, reducing execution time and improving reliability. Option A is incorrect because many results (e.g., visual aesthetics, subjective usability, tone, or "looks right") are not reliably machine-interpretable without specialized approaches and still often require human judgment. Option C may be possible in some contexts, but "AI redundancy identification" is not a typical, foundational advantage emphasized as a standard automation benefit. Option D is misleading: early defect detection is mainly achieved by earlier and more frequent execution (e.g., CI) and shifting tests left, not merely because a single automated run is shorter than manual execution. Therefore, the most typical advantage presented is that API automation generally runs faster than UI automation.

NEW QUESTION # 23
Consider thefollowing example of TAS metrics.
Time to execute automated tests
Speed and efficiency of TAS components
Which of the following statements is TRUE?

A. A is an internal TAS metric and B is an external TAS metric
B. A is and external TAS metric and b is an internal TAS metric
C. A and b are both external TAS metric
D. A and B are both internal TAS metrics

Answer: B

NEW QUESTION # 24
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