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| Section | Weight | Objectives |
|---|---|---|
| Test Automation Architecture | 15% | - Interoperability and integration concepts - Generic Test Automation Architecture (gTAA) - Layered frameworks and separation of concerns - Design principles and patterns for automation |
| Introduction and Objectives for Test Automation | 5% | - Purpose, benefits and limitations of test automation - Roles and responsibilities of a Test Automation Engineer - Test automation in software development lifecycle models |
| Continuous Improvement | 19% | - Adapting to new technologies and requirements - Refactoring and optimizing automation - Streamlining and maintaining test assets - Upgrading tools and frameworks |
| Reporting and Metrics | 12% | - Reporting to stakeholders - Collecting and analyzing data - Defining relevant automation metrics - Visualization and dashboards |
| Implementing Test Automation | 11% | - Planning and running pilot projects - Developing and maintaining automation components - Handling synchronization, stability and reliability - Managing technical debt |
| Preparing for Test Automation | 14% | - Identifying automation opportunities and constraints - Assessing system testability and architecture - Evaluating and selecting test tools - Cost, effort and ROI analysis |
| Implementation and Deployment Strategies | 12% | - Test data management approaches - Test execution strategies and environment management - Integration with CI/CD pipelines - Configuration management and version control |
| Verifying the Test Automation Solution | 12% | - Validating test suite correctness - Assessing quality and reliability of automation - Verifying automation code and infrastructure |
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問題 #55
(Which of the following statements about how test automation is applied across different software development lifecycle models is TRUE?)
答案:D
解題說明:
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.
問題 #56
You are a TAE responsible for a TAS that is used on several products, all of which have complex UIs. A substantial proportion of the automated tests break on a regular basis, usually for reasons associated with the UI. The investigation and maintenance this requires is significantly reducing the productivity of the teams and the return on investment.
You are looking for ways to improve the test cases in this TAS. Which of the following approaches would be MOST appropriate?
a) Artificial intelligence
b) Test histograms
c) Reliability growth modelling
d) Schema validation
e) Operational profiles
答案:C
解題說明:
Both artificial intelligence and test histograms directly address unstable UI automation. CTAL-TAE explains that test histograms visualize test-result and test-data trends and help TAEs identify fragile test cases that should be refactored or redesigned. This is particularly useful when a substantial proportion of tests repeatedly break. AI and machine-learning techniques provide an additional UI-specific improvement: tools can detect changed locator values, identify replacement selectors through ML or image-recognition techniques, and apply self-healing mechanisms that reduce locator-related maintenance. Schema validation is primarily applicable to API and database data structures rather than complex UI instability. Reliability growth modelling and operational profiles address software reliability concerns rather than recurring automated UI maintenance. Therefore, combining test histograms for identifying fragile tests with AI-based self-healing for UI locator changes gives the strongest solution.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #57
A TAS that performs automated testing in a single test environment was successfully manually installed and configured from a central repository, with all its components in the correct versions. It was also verified that all TAS components in this environment are capable of providing reliable and repeatable performance. The TAS will be used to run several suites of automated regression test scripts on various SUTs in the test environment. Your current goal is to complete all preliminary verifications to ensure that the TAS works correctly. Which of the following activities would you perform FIRST?
答案:C
解題說明:
TAE differentiates verifying the automation environment and infrastructure (the ability of the TAS to operate) from verifying the test suites' correctness (the behavior of specific automated tests). The scenario states the TAS was installed correctly and its components perform reliably in isolation. The next preliminary verification is ensuring the TAS can actually interact with the necessary systems and interfaces required to execute tests end-to-end: SUT endpoints, browsers/devices, authentication services, databases, messaging systems, third-party integrations, and any CI/CD or artifact services it must access. If connectivity is missing or unstable, any subsequent suite executions or repeatability checks can fail for reasons unrelated to test logic, creating noise and wasted investigation. Creating installation scripts (A) is valuable for scalability, but it is not needed to confirm the TAS works in the already-installed single environment. Checking expected results in scripts (D) and running suites repeatedly for determinism (C) are important, but they assume the TAS can reliably reach all required dependencies. TAE recommends validating connectivity and access prerequisites early as a gate for meaningful execution. Therefore, the first activity is to verify TAS connectivity to all required internal/external systems and interfaces.
問題 #58
You are working as a TAE for a large insurance company that offers a wide range of products, including home, health, and motor insurance. Your next project will be a major change to the existing system for processing policy claims. The project's objective is to provide more flexibility in the process for claim authorization, according to the type of policy and nature of the claim, so that simple claims can be processed faster. It will follow a hybrid methodology with development and testing completed in 3-week iterations.
The most important functional and non-functional tests for the existing system have been automated. The older tests feature structured scripting, but the more recent ones have benefited from data-driven testing.
Which automation approach for the system-level tests would be MOST suitable for this project?
答案:A
解題說明:
Keyword-driven testing is the strongest progression for this scenario. The syllabus explains that keyword- driven testing builds on data-driven testing and expresses test cases as lists or tables of keywords together with their associated data. Crucially, keywords are defined from the user's perspective, allowing test analysts and business analysts to participate more directly in creating automated tests. This is valuable for an insurance claims system containing numerous business workflows, authorization rules, product variations, and frequent iterative changes. Structured scripting provides reusable libraries but retains greater technical dependence, while data-driven testing primarily improves reuse by executing the same scripts with multiple datasets. TDD is principally a development methodology oriented toward implementing functionality from tests. Therefore, keyword-driven testing provides the most suitable higher-level abstraction for evolving system-level business scenarios.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #59
You are employed as a TAE on a project to build a purchasing system. The main requirements for the system are:
1) Allow users to enter details of items that they wish to have purchased and, from these details, create a purchase request.
2) Take each purchase request through a workflow that will allow the requestor's line manager to approve the request, reject it, or return it for clarification/modification.
3) Forward approved requests to the Purchasing Department.
4) Allow purchasers to find the best available supplier and place the request on that supplier as a purchase order.
Requirement 1 has now been delivered and has been satisfactorily tested manually. In parallel, you have developed a TAS so that functional suitability testing can be automated.
The functional suitability testing of Requirement 1 has now been automated as fully as possible. A change to add audit logging of user activity is planned but has not yet been made. After a small change to the UI code, the last regression run contained a significant number of unexplained test failures. At the point each test stopped, the actual and expected results showed no discrepancies. In each case, the run was able to continue with the next test in the suite. Preliminary investigation showed that the points at which these tests stopped had nothing obvious in common.
Which option below contains the BEST next steps to investigate this?
答案:C
解題說明:
The syllabus provides a particularly strong diagnostic rule for this situation. When an automated test reports a failure but the actual and expected states of the SUT match, the most likely explanations are a defect within the TAS or an otherwise invisible mismatch. Therefore, the existing TAS and execution logs should first be analyzed to identify where the automation itself malfunctioned. An environment outage is less consistent with the evidence because such outages can cause widespread failures associated with unavailable system components, whereas these failures occurred at apparently unrelated points and execution continued. Audit logging and correlation IDs can substantially improve later analysis, but the planned feature is not yet available and is not the immediate first diagnostic action. The current evidence therefore points first toward investigating TAS execution behavior.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
問題 #60
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