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ISQI CTAL-TAE Exam Syllabus Topics:

SectionWeightObjectives
Implementation and Deployment Strategies12%- Integration with CI/CD pipelines
- Pilot projects and rollout
- Deployment and execution strategies
Test Automation Architecture15%- Architecture concepts and layers
- Infrastructure and environment setup
- Frameworks and design patterns
Reporting and Metrics12%- Metrics for effectiveness and efficiency
- Data collection and analysis
- Reporting formats and stakeholders
Verification of Test Automation Solution12%- Reliability and performance checks
- Verifying functionality and quality
- Infrastructure validation
Preparation for Test Automation14%- Evaluation and selection of tools
- Assessing suitability for automation
- Cost-benefit analysis
Implementing Test Automation11%- Handling data and interfaces
- Development standards and practices
- Testware development and maintenance
Continuous Improvement19%- Optimization and maintenance
- Monitoring and feedback loops
- Evolving with technology and processes
Introduction and Objectives for Test Automation5%- Purpose and benefits of test automation
- Roles and responsibilities
- Test automation in software development lifecycle

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q52-Q57):

NEW QUESTION # 52
Which of the following information in API documentation is LEAST relevant for implementing automated tests on that API?

Answer: B

Explanation:
To implement automated API tests, TAE emphasizes that testers need precise, actionable interface specifications: what endpoints exist, what inputs they accept, how to authenticate/authorize requests, and what outputs are returned (status codes, headers, response body schemas/formats). Options B, C, and D directly support test design and implementation: parameter details enable valid/invalid request construction and boundary coverage; authentication mechanisms are required to execute any protected calls and to test auth- related behaviors; response formats enable robust assertions (including schema validation). Release notes and change logs are valuable for understanding evolution, migration, and backward compatibility considerations, but they are not typically required to implement the tests for the current API behavior when the current specification is available. They may help explain why something changed or guide test updates over time, yet they are less directly relevant to writing the core automated checks compared with endpoint inputs, auth, and response structure. Therefore, among the options, past release notes/change logs are the least relevant for implementing automated tests on the API.


NEW QUESTION # 53
The last few runs for a suite of automated keyword-driven tests on a SUT were never completed. The test where the run was aborted was not the same between runs. Currently, it is not possible to identify the root cause of these aborts, but only determine that test execution aborted when exceptions (e.g., NullPointerException, OutOfMemoryError) occurred on the SUT by analyzing its log files. Test execution log files are currently generated, in HTML format, by the TAS as follows: all expected logging data is logged for each keyword in intermediate log files. This data is then inserted into the final log file only for keywords that fail, while only a configurable subset of that data is logged for keywords that execute successfully. Which of the following actions (assuming it is possible to perform all of them) would you take FIRST to help find the root cause of the aborts?

Answer: C

Explanation:
TAE stresses that when diagnosing intermittent aborts with unclear root cause, the first priority is ensuring sufficient, consistent observability from the automation side to reconstruct what happened immediately before termination. In this scenario, the suite aborts in different tests across runs, and the final HTML report currently contains full detail only for failing keywords, while successful keywords have reduced logging. If the run aborts due to an exception in the SUT, the "last executed successful keywords" and their full context may be essential to correlate actions with the SUT failure point. The fastest, most direct improvement is to include complete keyword-level logging for successful steps as well, at least until the issue is understood.
This aligns with TAE guidance to temporarily increase logging verbosity during investigation to capture the sequence of actions, inputs, timings, and states leading up to failure. Option A could be helpful, but it changes SUT-side logging and may require additional access or instrumentation; also, it does not guarantee visibility into the exact automation step sequence. Options B and D improve presentation/performance of logs but do not add diagnostic content. Therefore, first increase the completeness of the final execution logs for all keywords to maximize evidence for root cause analysis.


NEW QUESTION # 54
Consider A TAS for testing a desktop application via its GUI. All the test cases of the automated test suite contain the same identical sequences of steps at the beginning (to create the necessary objects when doing a preliminary configuration of the test environment and at the end (to remove everything created -specifically for the test itself during the preliminary configuration of the test environment). All automated test cases use the same set of assertion functions from a shared library, for verifying the values in the GUI fields (e.g text boxes).
What is the BEST recommendation for improving the TAS?

Answer: C


NEW QUESTION # 55
Consider the following example of TAS metrics.
Time to execute automated tests
Speed and efficiency of TAS components
Which of the following statements is TRUE?

Answer: A


NEW QUESTION # 56
Consider a TAS associated to dynamically changing software frequent releases. Your goal is to determine the amount of effort required to maintain the automated tests of the regression test suite for each new release of the SUT.
What is the MOST important metric to collect to achieve your goal?

Answer: B


NEW QUESTION # 57
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