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ISQI CTAL-TAE_V2 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Introduction and Objectives for Test Automation5%- Success Factors for Test Automation
- Risks and Benefits of Test Automation
- Purpose of Test Automation
Topic 2: Test Automation Strategy and Roadmap15%- Test Automation Governance
- Test Automation Planning
- Test Automation Maintenance
- Test Automation Integration with CI/CD
Topic 3: Preparation for Test Automation15%- Test Automation Architecture Design
- Rollout and Deployment Considerations
- Design for Testability and Automation
- SUT Analysis for Test Automation
- Test Automation Tool Evaluation and Selection
Topic 4: Transitioning from Manual to Automated Testing15%- Criteria for Manual vs. Automated Testing
- Automation Migration Strategies
- Maintaining Automation Consistency
Topic 5: Execution and Implementation of Test Automation35%- Implementing Test Automation Solutions
- Developing Test Automation Solutions
- Logging and Reporting Strategies
- Verifying Test Automation Solutions
- Designing Test Automation Solutions
- Building Robust Automated Test Suites
Topic 6: Test Automation Validation15%- Test Automation Assessment Metrics
- Test Automation Verification
- Root Cause Analysis

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ISQI ISTQB Certified Tester Advanced Level - Test Automation Engineering CTAL-TAE (Syllabus v2.0) Sample Questions (Q46-Q51):

NEW QUESTION # 46
When choosing an automation tool, which would be the BEST option for automation testers who have programming skills?

Answer: B

Explanation:
The syllabus states that a test automation approach and architecture should account for the roles and skill sets that must be supported. During tool evaluation, the language and technology of the automation tool and its IDE are explicit assessment criteria. For testers who already possess programming skills, selecting a tool whose language aligns with the SUT technology can leverage existing technical expertise, simplify integration, and reduce the learning and maintenance burden. A COTS tool is not automatically superior merely because it is commercial, and open-source tools should not be rejected solely because of their licensing model. Low-code or no-code tools can be useful where programming expertise is limited, but they do not exploit the stated strength of this team. Therefore, option A is the best contextual choice.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 47
You have been recruited as a TAE by a large travel agency and are now responsible for a mature TAS that is dedicated to functional testing of the company's booking system, which covers flights, hotels, and packaged holidays. This application contains a complex UI and a lot of functionality. It is undergoing constant maintenance and enhancement by an Agile team that adds tests to the regression test suite at the end of every iteration.
The TAS supports structured scripting and this has been implemented to a high standard, with a well-managed script library and minimal code duplication. The TAA will not support any more advanced scripting techniques. The test automation that has been achieved so far was well received at first but is now the target of increasing criticism. It is perceived as being old-fashioned, poorly documented and, in particular:
1. The test script maintenance overhead is becoming excessive because the test analysts frequently want data values to be changed.
2. Test analysts are complaining that a new test which is similar to an existing one, except for data values, requires a new high-level script, and that they must ask a technical test analyst to do this for them.
3. The nightly full regression run is taking a long time and there is a risk that, as more tests are added, it will soon take too long to run in the available window.
4. Some tests break frequently because of slow response from the SUT.
5. Some transactions are difficult to verify because they rely on variables that cannot be seen through the UI of the SUT.
6. The UI of the TAF is difficult to learn.
The SUT architect is planning a major new release and they have offered to include features that will enhance its testability. You already have plans to deal with items 1, 2 and 3 on the list, so now you are considering how you might mitigate items 4, 5 and 6.
Which TWO improvements will BEST address items 4, 5 and 6?
a) Add an event mechanism to the SUT which the TAF can subscribe to
b) Adopt a set of standard setup and teardown methods
c) Add an API to the SUT that will make the internal variables observable d) Update and improve the documentation of the TAA e) Implement hard-coded waits in scripts that have been affected by slow SUT response

Answer: C

Explanation:
An event mechanism directly addresses failures caused by variable SUT response times. The syllabus identifies subscribing to SUT events as a more reliable synchronization mechanism than hard-coded waiting or repeated polling, provided suitable timeout protection exists. This makes option a appropriate for item 4.
Item 5 is fundamentally an observability problem: the automation cannot verify internal variables through the existing UI. ISTQB explains that improving SUT testability can require architectural changes, including exposing APIs that the TAS can use. An API that makes the required internal state observable enables reliable automated verification without depending on otherwise invisible UI information. Hard-coded waits are specifically vulnerable to unpredictable response times. Setup/teardown does not solve observability, and TAA documentation alone does not expose the inaccessible SUT state. Therefore, a and c provide the strongest technical improvements.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 48
(In User Acceptance Testing (UAT) for a new SUT, in addition to the manual tests performed by the end- users, automated tests are performed that focus on the execution of repetitive and routine test scenarios. In which of the following environments are all these tests typically performed?)

Answer: D

Explanation:
TAE distinguishes test environments by purpose and risk. User Acceptance Testing is typically performed in an environment that is as production-like as feasible (configuration, data shape, integrations) but still controlled and safe for testing activities. This is commonly referred to as preproduction (often "staging"): it supports realistic end-to-end flows, allows business users to validate that the SUT meets acceptance criteria, and enables running routine/repetitive automated checks without risking live operations. A build environment is focused on compiling/packaging and basic verification, not business acceptance. An integration environment is used to validate interactions among components/systems, but may not reflect full production- like configuration, and it's often shared and volatile-less suitable for formal acceptance activities involving end users. Production is generally avoided for UAT because acceptance testing can alter live data, disrupt users, and introduce unacceptable business risk; production testing is typically limited to tightly controlled smoke checks, monitoring, or specific "in-production" validation patterns with strong safeguards. Therefore, the environment in which both end-user manual UAT and supporting automated routine scenarios are typically executed is the preproduction environment, aligning with TAE's guidance on balancing realism with risk containment.


NEW QUESTION # 49
Automated tests run by a TAS on a SUT can be subject to sudden bursts of messages to log during their execution. All log messages that occur during execution must be permanently stored in the corresponding test execution logs by the TAS for later analysis. If logging is not performed correctly, these bursts can reduce the execution speed of these automated tests, causing them to produce unreliable results. Which of the following solutions would you expect to be MOST useful to address this issue for TAS logging?

Answer: C

Explanation:
TAE highlights that logging must balance diagnostic value with execution performance and reliability. Direct synchronous file I/O for every log message can become a bottleneck during bursts, increasing latency and perturbing the timing of the automated interactions-especially for UI or time-sensitive integration tests- leading to flaky outcomes. Since all messages must be permanently stored, dropping burst logs (option C) violates the requirement. NTP synchronization (option A) helps correlate events across systems, but it does not address the performance overhead caused by bursty logging. The most useful approach is to buffer log events in memory and flush them periodically or asynchronously to disk. A circular buffer (or similar in- memory queue) reduces immediate I/O pressure and smooths bursts, while still preserving messages for later analysis when combined with an appropriate flush strategy and sizing. This design is aligned with TAE's emphasis on making the TAS itself reliable and non-intrusive, ensuring logging supports triage without materially slowing or destabilizing test execution. Therefore, buffering in memory and periodically flushing to log files is the best solution.


NEW QUESTION # 50
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.
You intended to use the implementation of Requirement 1 as a pilot for the TAS. Which TWO of these objectives are MOST appropriate for this pilot?
a) Generate prototypes for the implementation options of the TAS
b) Demonstrate the suitability of at least one TAS implementation option c) Expose any risks to further deployment of this TAS d) Assess the quality of the implementation of Requirement 1 e) Enable a calculation of the likely return on investment for this TAS

Answer: D

Explanation:
A test automation pilot should primarily demonstrate whether the proposed automation solution is suitable and expose risks before wider deployment. CTAL-TAE states that a pilot validates the selected approach using representative SUT requirements and can reveal problems involving the SUT, TAS, CI/CD integration, tools, resources, network connectivity, maintainability, and other deployment factors. Prototypes may be used while exploring implementation alternatives, but prototype generation itself is not the principal objective once a pilot solution has been selected. Assessing the quality of Requirement 1 is a testing objective for the SUT rather than the purpose of the automation pilot. Cost and benefit considerations are relevant to broader adoption decisions, but the most direct pilot objectives among the choices are demonstrating that a TAS option is suitable and identifying risks that could affect further deployment. Therefore, b and c are correct.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)


NEW QUESTION # 51
......

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