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| Section | Weight | Objectives |
|---|---|---|
| Verifying the Test Automation Solution | 12% | - Assessing quality and reliability of automation - Verifying automation code and infrastructure - Validating test suite correctness |
| 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 |
| Implementing Test Automation | 11% | - Handling synchronization, stability and reliability - Planning and running pilot projects - Developing and maintaining automation components - Managing technical debt |
| Reporting and Metrics | 12% | - Visualization and dashboards - Defining relevant automation metrics - Reporting to stakeholders - Collecting and analyzing data |
| Continuous Improvement | 19% | - Upgrading tools and frameworks - Adapting to new technologies and requirements - Streamlining and maintaining test assets - Refactoring and optimizing automation |
| Test Automation Architecture | 15% | - Layered frameworks and separation of concerns - Interoperability and integration concepts - Design principles and patterns for automation - Generic Test Automation Architecture (gTAA) |
| Implementation and Deployment Strategies | 12% | - Test execution strategies and environment management - Test data management approaches - Configuration management and version control - Integration with CI/CD pipelines |
| Preparing for Test Automation | 14% | - Cost, effort and ROI analysis - Evaluating and selecting test tools - Assessing system testability and architecture - Identifying automation opportunities and constraints |
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74. Frage
When looking for the cause of an intermittent failure, which action is MOST likely to help?
Antwort: A
Begründung:
Intermittent failures are difficult to diagnose because the underlying defect may be located in the test case, the SUT, the TAF, the hardware, or the network. CTAL-TAE specifically recommends monitoring system resources because resource information can provide clues to the underlying cause. For example, CPU saturation, memory exhaustion, resource contention, or other infrastructure conditions may occur only occasionally and therefore produce non-deterministic failures. The syllabus also recommends analyzing logs and, where necessary, debugging or obtaining assistance from other specialists. Consulting a business analyst may sometimes contribute to broader root-cause analysis, but it is not the most directly useful technical action among these choices. Execution duration and test-data inspection can be relevant in particular cases, but the syllabus specifically identifies monitoring system resources as a technique that may reveal the cause of intermittent failures.
(https://istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
75. Frage
(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?)
Antwort: A
Begründung:
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.
76. Frage
Which of the following information in API documentation is LEAST relevant for implementing automated tests on that API?
Antwort: C
Begründung:
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.
77. Frage
(Which of the following aspects of "design for testability" is MOST directly associated with the need to define precisely which interfaces are available in the SUT for test automation at different test levels?)
Antwort: D
Begründung:
In TAE, "design for testability" includes attributes that make it easier to create, execute, and maintain automated tests across levels (component, integration, system, UI). The need to define precisely which interfaces are available at different test levels-e.g., public APIs, service endpoints, message queues, UI automation hooks, test seams, logs, and internal test interfaces-maps most directly to architecture transparency. Architecture transparency concerns how clearly the system's structure, layers, and accessible interfaces are documented and exposed so test automation can reliably connect to the right interaction points.
This includes understanding which interfaces are stable, supported, and appropriate for each level of testing, and avoiding "guesswork" that increases brittleness. Controllability is about the ability to set inputs, states, and preconditions (e.g., reset data, seed databases, drive system state). Observability is about the ability to see outputs, internal states, and logs to assess outcomes. Autonomy concerns whether tests can run independently without external dependencies or manual intervention (e.g., isolated environments, stable test data). While controllability/observability/autonomy are critical for automation, the specific emphasis on "precisely defining which interfaces are available" is fundamentally an architectural transparency issue: clear interface availability and documentation enable correct, maintainable automation connections across test levels.
78. Frage
A new TAS allows the implementation of automated data-driven test scripts. All the tasks planned for the initial deployment of this TAS, aimed at installing and configuring the TAS components and provisioning the infrastructure, will be performed manually by a dedicated, specialized team. This TAS is expected to be deployed in the future in other similar environments. As a TAE, you see a risk that the correct and reproducible deployment of the TAS cannot be guaranteed. Which of the following options is BEST suited for mitigating this risk?
Antwort: D
79. Frage
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