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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Test Automation Architecture | 15% | - Architecture concepts and layers - Infrastructure and environment setup - Frameworks and design patterns |
| Topic 2: Reporting and Metrics | 12% | - Metrics for effectiveness and efficiency - Data collection and analysis - Reporting formats and stakeholders |
| Topic 3: Verification of Test Automation Solution | 12% | - Infrastructure validation - Reliability and performance checks - Verifying functionality and quality |
| Topic 4: Implementation and Deployment Strategies | 12% | - Pilot projects and rollout - Deployment and execution strategies - Integration with CI/CD pipelines |
| Topic 5: Continuous Improvement | 19% | - Monitoring and feedback loops - Evolving with technology and processes - Optimization and maintenance |
| Topic 6: Introduction and Objectives for Test Automation | 5% | - Roles and responsibilities - Purpose and benefits of test automation - Test automation in software development lifecycle |
| Topic 7: Preparation for Test Automation | 14% | - Assessing suitability for automation - Evaluation and selection of tools - Cost-benefit analysis |
| Topic 8: Implementing Test Automation | 11% | - Testware development and maintenance - Handling data and interfaces - Development standards and practices |
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NEW QUESTION # 40
An automated test case that should always pass sometimes passes and sometimes fails intermittently (non- deterministic behavior) when executed in the same test environment, even if no code (i.e., SUT code or the test automation code) has been changed. Which of the following statements about the root cause of this non- deterministic behavior is TRUE?
Answer: D
Explanation:
TAE treats non-deterministic (flaky) test behavior as a symptom that can originate from multiple sources:
timing and synchronization issues, race conditions, concurrency, environmental variability (resource contention, network latency), unstable test data, third-party dependencies, or hidden state leakage between tests. Because these causes often span boundaries-application code, infrastructure, deployment configuration, test tooling, and data pipelines-finding the true root cause frequently requires collaboration beyond the TAE role. Developers may need to inspect application logs, thread behavior, and recent architectural assumptions; system engineers may need to analyze resource saturation, container orchestration events, network anomalies, or environment drift. Option A is too specific and assertive: the root cause is not necessarily a race condition, and logs may not be sufficient to identify it. Option C is incorrect because no code change does not imply the environment is the only cause; flaky behavior can stem from hidden nondeterminism in the system or tests that is always present but only sometimes triggers. Option D is also incorrect; intermittent failures are often harder to diagnose than consistent deterministic failures because evidence is less reproducible. Therefore, the true statement is that determining the root cause may require support from developers and system engineers in addition to the TAE.
NEW QUESTION # 41
Which of the following is the BEST example of how static analysis tools can help improve the test automation code quality in terms of security?
Answer: A
Explanation:
TAE highlights that test automation code can introduce security risks, particularly when it handles secrets (API keys, passwords, tokens), test accounts, and connections to production-like systems. Static analysis tools can scan source code for insecure patterns and policy violations without executing the code. A common, high- impact security issue in automation is hard-coded credentials or secrets embedded in scripts, configuration files committed to version control, or test utilities. Detecting these is a direct security-quality improvement: it reduces exposure risk and supports compliance. Option A is incorrect because static analysis can produce false positives; detection heuristics are not perfect. Option B is useful for maintainability (duplication), but it is not specifically a security improvement example. Option D overclaims: static analysis cannot guarantee the absence of security vulnerabilities; it can only detect certain classes of issues. Therefore, the best security- focused example is that static analysis can identify hard-coded credentials and other sensitive data exposure in test automation code.
NEW QUESTION # 42
You are executing the first test run of a test automation suite of 200 tests. All the relevant information related to the state of the SUT and to the automated test execution is stored in a small database. During the Automated test run you observe that the first 10 test pass, while an abnormal termination occurs when executing the
11thtest. This test does not complete its execution and the overall execution of the suite is aborted. An immediate analysis of the abnormal termination is expected to be time consuming and you have been asked to produce a detailed report of the execution results for the first test run, as soon as possible.
What is the MOST important FIRST step to be taken immediately after the abnormal occurred when executing the 11thtest?
Answer: A
NEW QUESTION # 43
Consider the following layers of the gTAA structure:
a.Test generation layer
b.Test definition layer
c.Test execution layer
d.Test execution layer
Consider the following capabilities associated with these layers.
Acquire all the necessary resources before each test and release all after run, in order to avoid interdependences between test Allow the automated test scripts on an abstract level to interact with components, configurations and interfaces of the SUT.
Design test directives that allow configuring the algorithms used to automatically produce the test cases a given model of the SUT.
Allow the definition and implementation of test cases and data by means of templates and/or guidelines.
Which of the following BEST matches each layer with the appropriate capability?
Answer: D
NEW QUESTION # 44
Consider a SUT that small run on multiple platform during the execution of automated test runs. In each test run an automated test suite needs to be executed, with the same version of the TAF, against the same version of the SUT of each platform. Each platform shall have its own dedicated test environment. Your goal is to implement a process as automated as possible ( i.e with minimal manual intervention) that allows implementing a consistent setup of the TAS across the multiple test environments.
Which two of the following aspects are MOST relevant for achieving your goal in this scenario?
* The configuration of the TAS uses automated installation scripts
* The TAF saves the logs needed to debug errors in XML format
C)Features of the TAF not used by the automated tests have been tested
D)All the automated test cases contain the expected results
E)The TAS components are under configuration management
Answer: B
NEW QUESTION # 45
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