2026 CTAL-TAE_V2: ISTQB Certified Tester Advanced Level - Test Automation Engineering CTAL-TAE (Syllabus v2.0)–Reliable Reliable Test Topics

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ISQI CTAL-TAE_V2 Exam Syllabus Topics:

SectionWeightObjectives
Preparation for Test Automation15%- SUT Analysis for Test Automation
- Test Automation Architecture Design
- Test Automation Tool Evaluation and Selection
- Rollout and Deployment Considerations
- Design for Testability and Automation
Transitioning from Manual to Automated Testing15%- Automation Migration Strategies
- Maintaining Automation Consistency
- Criteria for Manual vs. Automated Testing
Test Automation Strategy and Roadmap15%- Test Automation Integration with CI/CD
- Test Automation Planning
- Test Automation Maintenance
- Test Automation Governance
Execution and Implementation of Test Automation35%- Verifying Test Automation Solutions
- Implementing Test Automation Solutions
- Logging and Reporting Strategies
- Developing Test Automation Solutions
- Building Robust Automated Test Suites
- Designing Test Automation Solutions
Test Automation Validation15%- Root Cause Analysis
- Test Automation Assessment Metrics
- Test Automation Verification
Introduction and Objectives for Test Automation5%- Purpose of Test Automation
- Risks and Benefits of Test Automation
- Success Factors for Test Automation

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ISQI ISTQB Certified Tester Advanced Level - Test Automation Engineering CTAL-TAE (Syllabus v2.0) Sample Questions (Q25-Q30):

NEW QUESTION # 25
In a first possible implementation, the automated test scripts within a suite locate and interact with elements of a web UI indirectly through the browsers using browser-specific drivers and APIs, provided by an automated test tool used as part of the TAS. In an alternative implementation, these test scripts locate and interact with elements of the same web UI directly at the HTML level by accessing the DOM (Document Object Model) and internal JavaScript code. The first possible implementation:

Answer: B

Explanation:
TAE describes "intrusiveness" as the degree to which automation reaches into internal implementation details of the SUT rather than interacting through externally visible, user-realistic interfaces. Using browser drivers and browser automation APIs exercises the UI similarly to a real user (via the browser's supported automation hooks), which is generally less intrusive than directly manipulating the DOM and internal JavaScript. Direct DOM/JS access can bypass real user interaction pathways, skip browser event chains, and depend on internal structures that are not part of the stable external contract. This increases the risk of false positives: tests may
"pass" by forcing UI states or reading internal values even when the application would not behave correctly for real users. Less intrusive automation (through browser-level drivers) tends to provide higher confidence that observed behavior reflects real user experience, reducing the chance that tests succeed while user-visible behavior is broken. TAE therefore associates lower intrusion with stronger validity of results and lower false- positive risk, especially for system/UI-level validation. While browser-driven automation can still be flaky for other reasons (timing, environment), in the specific comparison of interaction method, browser-driver-based execution is the less intrusive option and is less likely to create false positives than direct internal DOM/JS manipulation.


NEW QUESTION # 26
Which ONE of the four layers of the test automation architecture provides an optional capability?

Answer: D

Explanation:
Within the generic Test Automation Architecture, test generation is explicitly identified as an optional capability. Test generation supports automated derivation or design of test cases from a test model and may use model-based testing tools. A TAS does not necessarily require automated test generation because test cases may instead be designed and implemented manually within the test definition layer. By contrast, test definition provides the means to represent test cases and test suites; test execution provides facilities for executing selected tests, logging and reporting; and test adaptation provides the technology-specific functionality required to connect automated tests to SUT interfaces through APIs, protocols, services, or other adapters. Consequently, the layer whose capability may legitimately be absent from a particular automation solution is the test generation layer.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 27
Which statements about a continuous integration/continuous deployment (CI/CD) pipeline are TRUE?
a) The pipeline can contain configuration tests for the TAF/TAS.
b) The pipeline cannot contain configuration tests for the TAF/TAS.
c) Component and component integration tests should be run separately.
d) The pipeline can contain system integration tests.
e) The pipeline cannot contain system integration tests.

Answer: A

Explanation:
The CTAL-TAE syllabus explicitly supports both statements a and d. Configuration tests for the TAF/TAS may be executed during the build and can be treated similarly to component tests. They can verify items such as whether required files exist and whether configured paths used by automated tests are valid. Therefore, statement a is true and statement b is false. The syllabus also states that component integration tests can be included in a continuous integration pipeline and, where appropriate, executed together with component tests, so statement c is not generally correct. System integration tests can also form part of continuous delivery pipelines and may operate as quality gates verifying that independently developed system components work together. Consequently, statement d is true and statement e is false. The correct combination is therefore a and d.
(https://istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 28
You have been recruited as a TAE by a large travel agency and are now responsible for a mature TAS that is dedicated to functional testing of the company's booking system, which covers flights, hotels, and packaged holidays. This application contains a complex UI and a lot of functionality. It is undergoing constant maintenance and enhancement by an Agile team that adds tests to the regression test suite at the end of every iteration.
The TAS supports structured scripting and this has been implemented to a high standard, with a well-managed script library and minimal code duplication. The TAA will not support any more advanced scripting techniques. The test automation that has been achieved so far was well received at first but is now the target of increasing criticism. It is perceived as being old-fashioned, poorly documented and, in particular:
1. The test script maintenance overhead is becoming excessive because the test analysts frequently want data values to be changed.
2. Test analysts are complaining that a new test which is similar to an existing one, except for data values, requires a new high-level script, and that they must ask a technical test analyst to do this for them.
3. The nightly full regression run is taking a long time and there is a risk that, as more tests are added, it will soon take too long to run in the available window.
4. Some tests break frequently because of a slow response from the SUT.
5. Some transactions are difficult to verify because they rely on variables that cannot be seen through the UI of the SUT.
6. The UI of the TAF is difficult to learn.
Your new manager wants quick improvements to address items 1, 2 and 3. She has accepted that the TAA may need to be enhanced to support the improvements.
Which TWO improvements will BEST fit this scenario?
a) Transition the automation to data-driven testing
b) Transition the automation to keyword-driven testing
c) Adopt a set of standard verification methods
d) Review the test automation scripts for functional duplication
e) Implement hard-coded waits in scripts that have been affected by slow SUT response

Answer: B

Explanation:
Data-driven testing directly addresses items 1 and 2 because it separates test data from test logic and allows the same automated script to execute repeatedly with different datasets. Test analysts can maintain external data files themselves, reducing dependence on technical test analysts and avoiding creation of duplicate high- level scripts merely because input values differ. For item 3, CTAL-TAE recommends examining test-script, test-case, and test-step overlap when continuously improving a TAS. Redundant or overlapping automated tests can be consolidated, reducing unnecessary regression execution and maintenance. Keyword-driven testing would require greater implementation effort and is not necessary merely to solve data variation.
Standard verification methods do not directly reduce duplicated execution, while hard-coded waits are discouraged because they are brittle and can unnecessarily increase execution duration. Thus, a and d provide the most targeted improvements.
(https://istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 29
(Which of the following statements about how test automation is applied across different software development lifecycle models is TRUE?)

Answer: A

Explanation:
TAE guidance emphasizes that Agile/iterative delivery drives frequent change and frequent regression risk, which often leads teams to expand automated regression suites over time. As suites grow, they can become slower, costlier to maintain, and harder to keep stable-especially if the suite is concentrated too heavily at the UI level. For this reason, TAE stresses investing in automation across multiple test levels (unit
/component, API/service, and selected UI), aligning with principles behind balanced automation strategies (often illustrated by the "test pyramid"). This directly supports option A. Option B is not generally true: in Waterfall/V-model, testing activities (including automation design and implementation) are planned and may start early, but execution and refinement occur across phases aligned with integration and system readiness- not "usually only during the last phase." Option C is too absolute: the test pyramid is a common heuristic, but TAE does not mandate it "regardless of context"; constraints like legacy systems, risk, architecture, and tooling can change the optimal distribution. Option D is incorrect because unit testing is typically a developer responsibility in both Agile and V-model contexts; testers may support, review, or contribute but do not
"write automated unit tests" as a defining V-model rule. Therefore, A best matches documented lifecycle realities and maintenance concerns.


NEW QUESTION # 30
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