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| Section | Weight | Objectives |
|---|---|---|
| Test Automation Architecture | 15% | - Interoperability and integration concepts - Generic Test Automation Architecture (gTAA) - Design principles and patterns for automation - Layered frameworks and separation of concerns |
| Introduction and Objectives for Test Automation | 5% | - Roles and responsibilities of a Test Automation Engineer - Purpose, benefits and limitations of test automation - Test automation in software development lifecycle models |
| Continuous Improvement | 19% | - Refactoring and optimizing automation - Upgrading tools and frameworks - Streamlining and maintaining test assets - Adapting to new technologies and requirements |
| Implementing Test Automation | 11% | - Managing technical debt - Handling synchronization, stability and reliability - Developing and maintaining automation components - Planning and running pilot projects |
| Reporting and Metrics | 12% | - Collecting and analyzing data - Reporting to stakeholders - Defining relevant automation metrics - Visualization and dashboards |
| Preparing for Test Automation | 14% | - Identifying automation opportunities and constraints - Cost, effort and ROI analysis - Assessing system testability and architecture - Evaluating and selecting test tools |
| Implementation and Deployment Strategies | 12% | - Integration with CI/CD pipelines - Configuration management and version control - Test execution strategies and environment management - Test data management approaches |
| Verifying the Test Automation Solution | 12% | - Verifying automation code and infrastructure - Validating test suite correctness - Assessing quality and reliability of automation |
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NEW QUESTION # 38
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 # 39
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?
Answer: A
Explanation:
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)
NEW QUESTION # 40
You have been tasked with adding the execution of build verification tests to the current CI/CD pipeline used in an Agile project. The goal of these tests is to verify the stability of daily builds and ensure that the most recent changes have not altered core functionality. Currently, the first activity performed as part of this pipeline is the static source code analysis. Which of the following stages in the pipeline would you add the execution of these smoke tests to?
Answer: D
Explanation:
Build verification tests (often called smoke tests) are intended to provide fast confirmation that a new build is deployable and that core, end-to-end functionality remains intact. TAE describes these as early, lightweight checks that run after deployment to a suitable test environment, because they need an executable, running instance of the SUT to validate system readiness. Static analysis occurs before packaging/deployment and is a quality activity on source code; smoke tests are runtime checks. Running them before generating the build (A or B) is not feasible because there is no deployed artifact to validate. Running smoke tests as the final activity right before production release (D) defeats their purpose as an early feedback mechanism and increases risk by discovering basic failures too late. The practical and TAE-aligned placement is immediately after deploying the new build into the test environment and before launching broader, longer-running regression, system, or acceptance suites. This ensures failures are detected quickly, prevents wasting time running extensive tests on an unstable build, and provides a clear quality gate for "is this build worth testing further?" Therefore, stage C is the correct insertion point for build verification tests.
NEW QUESTION # 41
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
Answer: C
Explanation:
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)
NEW QUESTION # 42
A SUT (SUT1) is a client-server system based on a thin client. The client is primarily a display and input interface, while the server provides almost all the resources and functionality of the system. Another SUT (SUT2) is a client-server system based on a fat client that relies little on the server and provides most of the resources and functionality of the system. A given TAS is used to implement automated tests on both SUT1 and SUT2. The main objective of the TAS is to cover as many system functionalities as possible through automated tests executed as fast as possible. Which of the following statements about the automation solution is BEST in this scenario?
Answer: B
Explanation:
TAE promotes selecting automation interfaces that maximize speed, robustness, and functional coverage while minimizing unnecessary UI traversal. For a thin client architecture, most business logic and system functionality resides on the server. To cover functionality efficiently, tests should interact as close as possible to where the logic is implemented-typically via server-side interfaces (e.g., APIs/services, backend endpoints, message interfaces). This reduces GUI overhead and accelerates execution while improving reliability. For a fat client, substantial logic resides on the client side; server-side automation alone may miss critical client behavior, validations, local processing, and UI-driven flows that embody much of the functionality. In such cases, client-side automation (often UI automation or client-level interfaces) is more directly aligned to achieving high functional coverage. TAE also highlights that the "best" interface depends on where behavior is implemented and which interface yields the most stable, fastest checks for the targeted risks. Therefore, the optimal combination is server-side automation for SUT1 (thin client) and client-side automation for SUT2 (fat client), which best meets the goal of broad coverage with minimal execution time.
NEW QUESTION # 43
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