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ISQI CTAL-TAE Exam Syllabus Topics:

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

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q46-Q51):

NEW QUESTION # 46
Which of the following is NOT an advantage of test automation?

A. The ability to run more tests in less time and therefore to make it possible to run them more often
B. The ability to perform tests which would be difficult or impossible to execute manually
C. The ability to enable a better use of skilled testers by freeing them from repetitive and boring tasks
D. The ability to find more defects with the same tests, compared to executing the same test manually

Answer: D

NEW QUESTION # 47
Which of the following descriptions of what some test automation tools can be used to do is TRUE?

A. Autonomously perform exploratory testing sessions based on test charters to find defects within an application
B. Analyze test results, code changes, and metrics to predict potential defects and areas of high risk within an application
C. Autonomously design intuitive UIs and evaluate them, as well as evaluate the overall UX (User Experience) of an application
D. Make video recordings of UI testing sessions to share with stakeholders to show the functionality and appearance of an application

Answer: D

Explanation:
TAE recognizes a range of supporting capabilities offered by test tools beyond pure scripted execution, including reporting, evidence capture, and run artifacts that help stakeholders understand what was tested.
Video recording of UI test sessions is a common feature in several UI automation ecosystems and cloud device
/browser platforms, used to provide visual evidence of steps performed, failures observed, and the application' s look-and-feel during execution. This supports debugging and communication with non-technical stakeholders. Option A overstates what test automation tools do: autonomously designing intuitive UIs and evaluating UX is largely outside typical test automation tool scope and requires human-centered design methods. Option C is also overstated: exploratory testing is inherently human-driven; tools can assist (session notes, heuristics support, telemetry) but do not truly conduct exploratory testing autonomously based on charters in the general TAE framing. Option B touches on advanced analytics and AI/ML-assisted quality insights; while some platforms offer risk prediction features, the phrasing implies broad predictive defect capability, which is not a standard, dependable tool function emphasized in TAE compared with concrete capabilities like artifact capture. Therefore, the clearly true, commonly supported capability is making video recordings of UI testing sessions.

NEW QUESTION # 48
You are evaluating the best approach to implement automated tests at the UI level for a web app. Specifically, your goal is to allow test analysts to write automated tests in tabular format, within files that encapsulate logical test steps related to how a user interacts with the web UI, along with the corresponding test data. These steps must be expressed using natural language words that represent the actions performed by the user on the web UI. These files will then be interpreted and executed by a test execution tool. Which of the following approaches to test automation is BEST suited to achieve your goal?

A. Data-driven testing
B. Keyword-driven testing
C. Linear scripting
D. Test-driven development

Answer: B

Explanation:
The described goal matches the defining characteristics of keyword-driven testing: tests are expressed using keywords (action words) that represent user operations, often arranged in tabular form with parameters/test data. TAE describes keyword-driven approaches as enabling non-programmers (e.g., test analysts) to create and maintain tests by combining high-level keywords such as "Open Browser," "Click," "Enter Text,"
"Select," "Verify Text," etc., while the underlying automation framework maps those keywords to executable code. The use of files interpreted by a test execution tool is also typical: keyword tables (or similar structured specifications) are read and executed by the automation engine. Data-driven testing focuses on separating test logic from test data, typically running the same script multiple times with different datasets; it does not inherently require natural-language action words or tabular step definitions (though it can be combined).
Linear scripting is code-centric and not aligned with analyst-authored natural language step tables. TDD is unrelated to the requirement of tabular, natural-language keyword specification for UI test steps. Therefore, keyword-driven testing is the best fit for the stated approach.

NEW QUESTION # 49
Consider a TAS deployed into production. The SUT is a web application and the test suite consists of a set of automated regression tests developed via GUI. A keyword-driven framework has been adopted for automating the regression tests. The tests are based on identification at low-levels of the web page components (e.g class indexes, tab sequence indexes and coordinates) in the next planned release the SUT will be subject to significant corrective maintenance (bug-fixes) and evolution (new features) Maintenance costs to update the test scripts should be as low as possible and the scripts must be highly reusable.
Which of the following statements is most likely to be TRUE?

A. False positive errors are likely to occur when running the automated tests on the new releases without modifying the test
B. The total execution time of the automated regression test suite will decrease for each planned release.
C. The keyword-driven framework introduces a level abstraction that is too high and makes it difficult what really happens
D. The keyword-driven framework is not suitable, it would be better to adopt a structured-scripting approach

Answer: D

NEW QUESTION # 50
Consider a TAS that uses a keyword-driven framework. The SUT is a web application and there is a large set of keywords available for writing the automated tests that relate to highly specific user actions linked directly to the GUI of the SUT. The automated test written with the keywords are statically analyzed by a custom tool which highlight's repeated instances of identical sequence of keywords. The waiting mechanism implemented by the TAS for a webpage load is based on a synchronous sampling within a given timeout. The TAS allows checking a webpage load every seconds until a timeout value

A. Implementing keywords with a higher level of granularity
B. Changing the scripting approach to data-driven scripting
C. Changing the wait mechanism to explicit hard-coded waits
D. Establishing an error recovery process for TAS and SUT

Answer: C

NEW QUESTION # 51
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