Free PDF 2026 CTAL-TAE_V2: ISTQB Certified Tester Advanced Level - Test Automation Engineering CTAL-TAE (Syllabus v2.0)–The Best Valid Test Guide

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ISQI CTAL-TAE_V2 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Implementation and Deployment Strategies12%- Test data management approaches
- Configuration management and version control
- Test execution strategies and environment management
- Integration with CI/CD pipelines
Topic 2: Preparing for Test Automation14%- Identifying automation opportunities and constraints
- Cost, effort and ROI analysis
- Assessing system testability and architecture
- Evaluating and selecting test tools
Topic 3: Test Automation Architecture15%- Generic Test Automation Architecture (gTAA)
- Layered frameworks and separation of concerns
- Design principles and patterns for automation
- Interoperability and integration concepts
Topic 4: Reporting and Metrics12%- Reporting to stakeholders
- Defining relevant automation metrics
- Visualization and dashboards
- Collecting and analyzing data
Topic 5: Verifying the Test Automation Solution12%- Validating test suite correctness
- Verifying automation code and infrastructure
- Assessing quality and reliability of automation
Topic 6: Continuous Improvement19%- Adapting to new technologies and requirements
- Refactoring and optimizing automation
- Streamlining and maintaining test assets
- Upgrading tools and frameworks
Topic 7: Implementing Test Automation11%- Handling synchronization, stability and reliability
- Planning and running pilot projects
- Managing technical debt
- Developing and maintaining automation components
Topic 8: Introduction and Objectives for Test Automation5%- Roles and responsibilities of a Test Automation Engineer
- Purpose, benefits and limitations of test automation
- Test automation in software development lifecycle models

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ISQI ISTQB Certified Tester Advanced Level - Test Automation Engineering CTAL-TAE (Syllabus v2.0) Sample Questions (Q23-Q28):

NEW QUESTION # 23
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: A

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 # 24
Consider a TAS aimed at implementing and running automated test scripts at the UI level on web apps. The TAS must support cross-browser compatibility for a variety of supported browsers, by ensuring that the same test script will run on such browsers in the same way without making any changes to it. This is achieved by introducing appropriate abstractions into the TAA for connection and interaction with different browsers.
Because of this, the TAS will be able to make direct calls to the supported browsers using each different browser's native support for automation. Which of the following SOLID principles was adopted?

Answer: A

Explanation:
The scenario describes introducing abstractions so that test scripts do not depend directly on concrete browser- specific automation implementations. Instead, tests depend on an abstraction (e.g., a "BrowserDriver" interface), while each concrete browser implementation (Chrome, Firefox, Edge, etc.) provides its own adapter using native automation support. This is a classic application of the Dependency Inversion Principle (DIP): high-level modules (test scripts and business-level actions) should not depend on low-level modules (specific browser drivers); both should depend on abstractions. Additionally, details (browser-specific integrations) depend on the abstraction, not the reverse. TAE emphasizes that this reduces coupling and improves maintainability: you can add or update browser implementations with minimal impact on test definitions. While Open-Closed is also supported (extending with new browser adapters without modifying existing tests), the key phrase "introducing appropriate abstractions" specifically to decouple tests from concrete drivers is DIP. Liskov Substitution relates to substituting implementations without breaking correctness, and Interface Segregation concerns keeping interfaces small and specific-neither is as directly targeted by the described architectural decoupling. Therefore, the SOLID principle most clearly adopted is Dependency Inversion.


NEW QUESTION # 25
You are currently conducting a Proof of Concept (PoC) aimed at selecting a tool that will be used for the development of a TAS. This TAS will exclusively be used by one team within your organization to implement automated UI-level test scripts for two web apps. The two tools selected for the PoC use JavaScript
/TypeScript to implement the automated test scripts and offer capture and playback capabilities. Three test cases for each of the two web apps were selected to be automated during the PoC. The PoC will compare these two tools in terms of their effectiveness in recognizing and interacting with UI widgets exercised by the test cases, to quickly determine whether test automation is possible and which tool is better. Which of the following TAFs is BEST suited for conducting the PoC?

Answer: D

Explanation:
For a PoC whose primary goal is rapid feasibility assessment and tool comparison (especially around object recognition and interaction), TAE recommends minimizing framework complexity and upfront engineering.
In a PoC, you want the shortest path to executing representative tests so you can observe tool behavior, stability, locator robustness, synchronization support, and ease of driving the UI widgets in scope. A one-layer approach-simple test scripts with minimal abstraction-reduces the time spent building reusable libraries, enforcing architecture, or creating business layers that are not necessary for answering the PoC question.
Multi-layer frameworks (two-layer and beyond) are more appropriate when you are establishing maintainability, reuse, and scaling for long-term automation. Those benefits matter in the full TAS implementation, but they can distort PoC outcomes by introducing additional design decisions, patterns, and glue code that hide or compensate for tool limitations. Since only six test cases are being automated and the objective is to quickly determine whether UI automation is possible and which tool performs better at widget interaction, the simplest structure (one-layer TAF) is best aligned with TAE PoC guidance: rapid learning, minimal overhead, and clear attribution of outcomes to the tool rather than to framework design.


NEW QUESTION # 26
In a first possible implementation, the automated test scripts within a suite locate and interact with elements of a web UI indirectly through the browsers using browser-specific drivers and APIs, provided by an automated test tool used as part of the TAS. In an alternative implementation, these test scripts locate and interact with elements of the same web UI directly at the HTML level by accessing the DOM (Document Object Model) and internal JavaScript code. The first possible implementation:

Answer: B

Explanation:
TAE describes "intrusiveness" as the degree to which automation reaches into internal implementation details of the SUT rather than interacting through externally visible, user-realistic interfaces. Using browser drivers and browser automation APIs exercises the UI similarly to a real user (via the browser's supported automation hooks), which is generally less intrusive than directly manipulating the DOM and internal JavaScript. Direct DOM/JS access can bypass real user interaction pathways, skip browser event chains, and depend on internal structures that are not part of the stable external contract. This increases the risk of false positives: tests may
"pass" by forcing UI states or reading internal values even when the application would not behave correctly for real users. Less intrusive automation (through browser-level drivers) tends to provide higher confidence that observed behavior reflects real user experience, reducing the chance that tests succeed while user-visible behavior is broken. TAE therefore associates lower intrusion with stronger validity of results and lower false- positive risk, especially for system/UI-level validation. While browser-driven automation can still be flaky for other reasons (timing, environment), in the specific comparison of interaction method, browser-driver-based execution is the less intrusive option and is less likely to create false positives than direct internal DOM/JS manipulation.


NEW QUESTION # 27
(Which of the following statements refers to a typical advantage of test automation?)

Answer: C

Explanation:
In the ISTQB Test Automation Engineer (TAE) body of knowledge, a core, typical advantage of test automation is faster feedback through efficient execution, especially when tests are implemented at lower levels (e.g., API/service) rather than through the UI. UI tests inherently traverse more layers (browser, rendering, client-side code, network timing, and often multiple back-end calls), so they tend to be slower and more brittle. API-level tests bypass most UI-related overhead and interact closer to business logic/services, reducing execution time and improving reliability. Option A is incorrect because many results (e.g., visual aesthetics, subjective usability, tone, or "looks right") are not reliably machine-interpretable without specialized approaches and still often require human judgment. Option C may be possible in some contexts, but "AI redundancy identification" is not a typical, foundational advantage emphasized as a standard automation benefit. Option D is misleading: early defect detection is mainly achieved by earlier and more frequent execution (e.g., CI) and shifting tests left, not merely because a single automated run is shorter than manual execution. Therefore, the most typical advantage presented is that API automation generally runs faster than UI automation.


NEW QUESTION # 28
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