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ISQI CTAL-TAE_V2 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Introduction and Objectives for Test Automation5%- Risks and Benefits of Test Automation
- Purpose of Test Automation
- Success Factors for Test Automation
Topic 2: Test Automation Strategy and Roadmap15%- Test Automation Planning
- Test Automation Governance
- Test Automation Maintenance
- Test Automation Integration with CI/CD
Topic 3: Execution and Implementation of Test Automation35%- Implementing Test Automation Solutions
- Developing Test Automation Solutions
- Building Robust Automated Test Suites
- Designing Test Automation Solutions
- Logging and Reporting Strategies
- Verifying Test Automation Solutions
Topic 4: Preparation for Test Automation15%- Test Automation Tool Evaluation and Selection
- Test Automation Architecture Design
- Design for Testability and Automation
- SUT Analysis for Test Automation
- Rollout and Deployment Considerations
Topic 5: Transitioning from Manual to Automated Testing15%- Maintaining Automation Consistency
- Criteria for Manual vs. Automated Testing
- Automation Migration Strategies
Topic 6: Test Automation Validation15%- Test Automation Verification
- Test Automation Assessment Metrics
- Root Cause Analysis

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ISQI ISTQB Certified Tester Advanced Level - Test Automation Engineering CTAL-TAE (Syllabus v2.0) Sample Questions (Q68-Q73):

NEW QUESTION # 68
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: D

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 # 69
When looking for the cause of an intermittent failure, which action is MOST likely to help?

Answer: C

Explanation:
Intermittent failures are difficult to diagnose because the underlying defect may be located in the test case, the SUT, the TAF, the hardware, or the network. CTAL-TAE specifically recommends monitoring system resources because resource information can provide clues to the underlying cause. For example, CPU saturation, memory exhaustion, resource contention, or other infrastructure conditions may occur only occasionally and therefore produce non-deterministic failures. The syllabus also recommends analyzing logs and, where necessary, debugging or obtaining assistance from other specialists. Consulting a business analyst may sometimes contribute to broader root-cause analysis, but it is not the most directly useful technical action among these choices. Execution duration and test-data inspection can be relevant in particular cases, but the syllabus specifically identifies monitoring system resources as a technique that may reveal the cause of intermittent failures.
(https://istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 70
What outcome can happen as a result of a high level of test tool intrusion?

Answer: A

Explanation:
Test-tool intrusiveness occurs when the TAS interacts with or affects the SUT sufficiently that system behavior under automated testing differs from normal operational behavior. CTAL-TAE warns that close coupling between the TAS and SUT can influence functionality or performance. With a high degree of intrusion, failures may therefore appear during automated testing that would not be present in production.
Such false or automation-induced failures reduce confidence in the TAS and may force developers to reproduce failures manually before accepting them as genuine SUT defects. Although repeatability, configuration management, and test-data integrity are also relevant automation concerns, they are not the specific consequence identified for high tool intrusion. The syllabus explicitly identifies failures observed during testing but not evident in production as a possible outcome of excessive intrusiveness.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 71
What is considered to be an ADVANTAGE of test automation?

Answer: C

Explanation:
One explicit advantage listed in CTAL-TAE is the ability to create and execute tests that cannot practically be performed manually. Examples include real-time response testing, remote testing, and parallel execution. This directly supports option D. Automation is not automatically cheaper or faster to develop and maintain than manual testing; substantial initial implementation and ongoing maintenance costs may be required.
Automated tests also do not inherently discover more defects, because defect detection depends on test design, coverage, risk focus, and suitable oracles rather than simply whether execution is automated.
Likewise, automated tests may actually require significant maintenance when the SUT changes, particularly when automation is tightly coupled to unstable interfaces. The genuine advantage is that automation enables repeatable, high-volume, time-sensitive, concurrent, or technically impractical test execution beyond what human manual execution can reasonably achieve.
(https://istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 72
(Which of the following statements about how test automation is applied across different software development lifecycle models is TRUE?)

Answer: C

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 # 73
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