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| Section | Weight | Objectives |
|---|---|---|
| Test Automation Validation | 15% | - Test Automation Assessment Metrics - Root Cause Analysis - Test Automation Verification |
| Preparation for Test Automation | 15% | - SUT Analysis for Test Automation - Test Automation Tool Evaluation and Selection - Rollout and Deployment Considerations - Test Automation Architecture Design - Design for Testability and Automation |
| Execution and Implementation of Test Automation | 35% | - Building Robust Automated Test Suites - Developing Test Automation Solutions - Implementing Test Automation Solutions - Designing Test Automation Solutions - Verifying Test Automation Solutions - Logging and Reporting Strategies |
| Transitioning from Manual to Automated Testing | 15% | - Criteria for Manual vs. Automated Testing - Maintaining Automation Consistency - Automation Migration Strategies |
| Test Automation Strategy and Roadmap | 15% | - Test Automation Maintenance - Test Automation Governance - Test Automation Planning - Test Automation Integration with CI/CD |
| Introduction and Objectives for Test Automation | 5% | - Success Factors for Test Automation - Risks and Benefits of Test Automation - Purpose of Test Automation |
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NEW QUESTION # 12
A suite of automated test cases was run multiple times on the same release of the SUT in the same test environment. Consider analyzing a test histogram that shows the distribution of test results (pass, fail, etc.) for each test case across these runs. Which of the following potential issues is MOST likely to be identified as a result of such an analysis?
Answer: B
Explanation:
TAE recommends monitoring test results over repeated executions to detect non-determinism and flakiness. A histogram showing pass/fail distributions per test across multiple runs in the same environment and on the same SUT version is especially useful for identifying tests whose outcomes vary without corresponding changes. If a test sometimes passes and sometimes fails under equivalent conditions, the distribution reveals instability: repeated failures for the same test, intermittent patterns, or inconsistent outcomes compared with other tests that remain stable. This is a classic indicator of flaky tests or unstable test design (e.g., synchronization issues, hidden dependencies, data leakage, timing sensitivity) and is a key maintainability
/reliability concern in automation programs. While execution time outliers (A) require time-series or duration metrics rather than pass/fail distributions, a result histogram primarily focuses on outcome variability, not performance. Security vulnerabilities (B) are not identifiable from outcome distributions; they require static analysis, code review, or security testing methods. Maintainability issues (D) are generally inferred from code structure metrics (complexity, duplication), change frequency, or effort trends, not from pass/fail distributions across runs. Therefore, the most likely issue identified by analyzing such a histogram is unstable automated test cases.
NEW QUESTION # 13
(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 # 14
Your TAS is being used for automated functional suitability testing of a stock management system. Several tests have crashed. Despite the fact that the SUT creates detailed logs of all its activity, it has been difficult to determine the reason(s) for these crashes from the TAS and SUT test logs.
What actions are MOST likely to help with debugging?
a) Ensure that the TAS logs a count of how many times each test case is run.
b) Ensure that the SUT logs all available configuration data when it starts up.
c) Ensure that the SUT logs all available crash dumps and stack traces in the event of failure.
d) Ensure that the SUT logs all values of randomly generated test input data.
e) Ensure exact time synchronization of all test logs before any tests are run.
Answer: B
Explanation:
Configuration information and crash diagnostics are the most relevant additions for investigating unexplained crashes. CTAL-TAE recommends recording configuration information when the SUT starts, including software or firmware versions, SUT configuration, and operating-system configuration. This enables investigators to determine whether a particular environment or configuration contributed to the failure. The syllabus also emphasizes preserving crash dumps and stack traces whenever failures occur because these provide direct technical evidence about the point and cause of a crash. Execution counters are particularly useful during reliability or stress testing involving repeated cycles, which is not stated here. Random input values should be logged when randomized tests are being used, but the scenario does not indicate random test generation. Therefore, actions b and c most directly improve diagnosis of the described crashes.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
NEW QUESTION # 15
You are working as a TAE for a small start-up insurance broker and your next project will be a new system for generating motor insurance quotes. The project will follow an Agile methodology. The stakeholders are keen to get it into production, but are realistic about the need to allow enough time for thorough testing and support automation of tests where appropriate.
Which approach for automating the tests would be MOST suitable for this project?
Answer: B
Explanation:
Structured scripting is the most appropriate starting approach for this relatively small new system. CTAL- TAE explains that structured scripting introduces reusable test libraries containing elements, test steps, or user journeys. Its main advantages are that automated tests become easier to maintain, scale, port, adapt, and evolve, while business logic can be separated from the scripts. Linear scripting is quicker initially but becomes difficult to maintain and evolve, making it less appropriate for an Agile system expected to change.
Keyword-driven testing introduces substantially more framework effort and the syllabus specifically notes that it can create excessive effort for smaller systems. Data-driven testing is valuable when substantial execution with different datasets is required, but that need is not stated here. Therefore, structured scripting provides the most balanced solution.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
NEW QUESTION # 16
Your company is about to start a project to replace an old sales and merchandising system with a new version that will be based on modern platforms. The main requirements for the system are:
1. Loading sales data, sent electronically from the stores each evening, into a central database.
2. Producing sales reports for the merchandisers, whose job is to manage stock levels in stores.
3. Producing forecast reports, used to predict future demand for each product, based on a combination of sales history and forecasting parameters. The parameters will be entered by the merchandisers into a browser-based front end and the reports will be produced overnight. The users will be able to retrieve the reports, on screen or in print, via an interactive feature.
Requirements 1 and 2 were already met by the old system and will be rewritten in the new system with some minor functional changes. The sales data will, as before, be loaded in an overnight batch run. There have been problems with the old system at peak periods when this run has taken longer than scheduled, so that dependent jobs could not finish before the start of the next working day. The Data Centre manager requires that the new system's overnight batch runs take 10% less time than the old one, including the new reports, to allow time for all jobs to complete.
Requirement 3 is new. The functionality provided by the UI will be simple and the Sales & Merchandising manager requires that it be easy to use.
The data for testing the reports will be extracted from the old system in production and will be anonymized before use.
The system will be developed using an Agile lifecycle with iterations of fixed length. This will be the first full deployment of this methodology, which has just completed a successful pilot. It is a relatively simple development and is expected to be completed in three releases, each taking approximately 2 months.
You are an experienced TAE and have been recruited to implement test automation on this project and have started to evaluate candidate tools to automate functional and some non-functional testing. It is already clear that no single tool will meet all requirements, and that the developers' existing Integrated Development Environment will meet the automation needs of their testing. The TAS will need to support CI/CD.
When reviewing your tool comparison table, what two tool capabilities will be MOST beneficial for this project?
i) The ability to support multiple and configurable test environments.
ii) The ability to manage test data in a way that supports version control of the data sets.
iii) The ability to be compatible with other tools that are likely to be used on the project.
iv) The ability to expand the overall test architecture and to be scalable and modifiable.
v) The ability for non-technical users to enter requests for customizable reports.
Answer: D
Explanation:
The scenario explicitly states that no single tool will satisfy all automation requirements and that the TAS must support CI/CD. Consequently, interoperability with other project tools is especially important. The syllabus identifies integration with CI/CD, test management, reporting, task-tracking, and other tools as a major tool-evaluation criterion. The project is also replacing a legacy system with modern platforms and will evolve across several Agile releases, making scalability and modifiability of the overall test architecture highly valuable. ISTQB specifically identifies the ability to expand the architecture and assess scalability, maintainability, modifiability, compatibility, and reliability when comparing automation tools. Although configurable environments and test-data management are valid considerations, the scenario's strongest distinguishing requirements are multi-tool integration and an architecture capable of evolving with the project.
Therefore, iii and iv are correct.
(https://www.istqb.org/wp-content/uploads/2024/11/ISTQB_CTAL-TAE_Syllabus_v2.0.pdf)
NEW QUESTION # 17
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