The Role of LLM-Powered Agents in Automating Test Processes CT-GENAI Practice Questions (Page 7)

Questions 31–33

1. 31expert · hard

   A company has a complex CI/CD pipeline with multiple stages (build, unit test, integration test, deploy). The team wants to integrate an LLM-powered agent that can analyze failures at any stage and suggest a fix. The agent is currently only triggered on the final test stage. What is the BEST way to extend the agent's coverage to all stages?

   • AAdd a post-stage hook to each pipeline stage that sends the logs and results to the agent for analysis
   • BMove all testing to the final stage so the agent only needs to be triggered once
   • CAsk developers to manually copy logs from each stage into the agent's analysis tool
   • DHave the agent poll the pipeline's status API every few minutes to check for failures
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2. 32foundation · easy

   What is the primary purpose of an LLM-powered agent in the context of test automation?

   • ATo provide a simple interface for testers to manually enter test cases into a test management tool
   • BTo automatically fix all software defects without any human intervention
   • CTo interpret natural language instructions and autonomously perform testing tasks such as generating, executing, and analyzing tests
   • DTo replace all manual testing activities with fully autonomous test execution
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3. 33foundation · easy

   What is the role of an LLM-powered agent in handling test runs?

   • AIt prevents any test from failing by modifying the test environment
   • BIt only stores test results in a database without any further action
   • CIt requires a human to start each test run manually
   • DIt monitors the execution, collects results, and may retry or report failures
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