100% Pass 2026 CTAL-TAE: ISTQB Certified Tester Advanced Level, Test Automation Engineering–Reliable PDF

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ISQI CTAL-TAE Exam Syllabus Topics:

SectionWeightObjectives
Implementation and Deployment Strategies12%- Pilot projects and rollout
- Integration with CI/CD pipelines
- Deployment and execution strategies
Preparation for Test Automation14%- Evaluation and selection of tools
- Cost-benefit analysis
- Assessing suitability for automation
Introduction and Objectives for Test Automation5%- Test automation in software development lifecycle
- Purpose and benefits of test automation
- Roles and responsibilities
Test Automation Architecture15%- Frameworks and design patterns
- Architecture concepts and layers
- Infrastructure and environment setup
Reporting and Metrics12%- Reporting formats and stakeholders
- Metrics for effectiveness and efficiency
- Data collection and analysis
Implementing Test Automation11%- Handling data and interfaces
- Development standards and practices
- Testware development and maintenance
Continuous Improvement19%- Optimization and maintenance
- Evolving with technology and processes
- Monitoring and feedback loops
Verification of Test Automation Solution12%- Verifying functionality and quality
- Infrastructure validation
- Reliability and performance checks

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q60-Q65):

NEW QUESTION # 60
You have been asked todeterminea TAS for a new release of a SUT, test should be automatedwherever. The new release will consist of 5 new interfaces and an amendment to 3 existing interfaces. The new and amended interface will be deliver incrementally in 3 sprints, each lasting 2 weeks.
What would be the BEST Test Automation Solution (TAS) design in this scenario?

Answer: A,B


NEW QUESTION # 61
The last few runs for a suite of automated keyword-driven tests on a SUT were never completed. The test where the run was aborted was not the same between runs. Currently, it is not possible to identify the root cause of these aborts, but only determine that test execution aborted when exceptions (e.g., NullPointerException, OutOfMemoryError) occurred on the SUT by analyzing its log files. Test execution log files are currently generated, in HTML format, by the TAS as follows: all expected logging data is logged for each keyword in intermediate log files. This data is then inserted into the final log file only for keywords that fail, while only a configurable subset of that data is logged for keywords that execute successfully. Which of the following actions (assuming it is possible to perform all of them) would you take FIRST to help find the root cause of the aborts?

Answer: C

Explanation:
TAE stresses that when diagnosing intermittent aborts with unclear root cause, the first priority is ensuring sufficient, consistent observability from the automation side to reconstruct what happened immediately before termination. In this scenario, the suite aborts in different tests across runs, and the final HTML report currently contains full detail only for failing keywords, while successful keywords have reduced logging. If the run aborts due to an exception in the SUT, the "last executed successful keywords" and their full context may be essential to correlate actions with the SUT failure point. The fastest, most direct improvement is to include complete keyword-level logging for successful steps as well, at least until the issue is understood.
This aligns with TAE guidance to temporarily increase logging verbosity during investigation to capture the sequence of actions, inputs, timings, and states leading up to failure. Option A could be helpful, but it changes SUT-side logging and may require additional access or instrumentation; also, it does not guarantee visibility into the exact automation step sequence. Options B and D improve presentation/performance of logs but do not add diagnostic content. Therefore, first increase the completeness of the final execution logs for all keywords to maximize evidence for root cause analysis.


NEW QUESTION # 62
Consider choosing an approach for the automated implementation of manual regression test suites written at the UI level for some already developed web apps. The TAS is based on a programming language that allows the creation of test libraries and provides a capture/playback feature that allows recognition and interaction with all widgets in the web UIs being tested. The automated tests will be implemented by team members with strong programming skills. The chosen approach should aim to reduce both the effort required to maintain automated tests and the effort required to add new automated tests. Which of the following approaches would you choose?

Answer: C

Explanation:
TAE guidance links maintainability and scalability to reducing duplication and encapsulating common actions behind reusable abstractions. For UI regression suites on existing web apps, capture/playback and linear scripting often produce brittle, duplicated sequences tightly coupled to UI details. They may be quick initially, but maintenance cost grows rapidly when locators, flows, or timing change. With a programming language that supports libraries-and a team with strong programming skills-TAE recommends structured scripting (often including modularization, reuse through functions/classes, and design patterns such as Page Object or similar abstractions). Structured scripting reduces maintenance by centralizing UI interaction logic (e.g., element locators and common workflows) so changes are made in one place. It also reduces effort to add new tests because test authors can compose new scenarios from existing reusable building blocks rather than duplicating low-level steps. TDD is a development practice and is not the primary approach for converting existing manual UI regression suites into automation; it does not directly describe how the UI tests should be structured. Capture/playback remains useful as a helper (e.g., for quickly discovering locators) but is not the best overall approach for long-term maintainability. Therefore, structured scripting best matches the stated goals.


NEW QUESTION # 63
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?

Answer: B


NEW QUESTION # 64
Which of thefollowingstatementsdoes NOT describe good practice for maintaining the TAS?

Answer: A


NEW QUESTION # 65
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