The Role of LLM-Powered Agents in Automating Test Processes CT-GENAI Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   How does an LLM-powered agent automate the execution of test cases?

   • ABy analyzing test results and suggesting fixes without running any tests
   • BBy invoking test execution tools or scripts and collecting the results
   • CBy manually instructing a human tester to run each test case
   • DBy rewriting the application code to make tests pass
   Reveal Solution Discussion Select an answer first
2. 2expert · hard

   An LLM-powered agent is configured to automatically triage test failures and assign them to developers. The agent is highly accurate at classifying the failing component, but it sometimes assigns a failure to a developer who is on vacation, causing delays. The team wants to keep the automation but reduce these delays. What is the BEST approach?

   • AIntegrate the agent with the team's calendar system to check availability before assigning a failure
   • BInstruct the agent to randomly assign failures to any developer on the team
   • CDisable the automatic assignment feature and only use the agent for failure classification
   • DHave the agent assign all failures to the team lead for manual re-assignment
   Reveal Solution Discussion Select an answer first
4. 3foundation · easy

   How can an LLM-powered agent integrate with a CI/CD pipeline?

   • ABy replacing the entire CI/CD pipeline with a single agent
   • BBy storing all pipeline logs in a separate database without interaction
   • CBy requiring manual triggering of the agent for every build
   • DBy being invoked as a step in the pipeline to generate or execute tests automatically
   Reveal Solution Discussion Select an answer first
5. 4foundation · easy

   How can a human tester effectively collaborate with an LLM-powered agent?

   • ABy providing clear instructions and reviewing the agent's outputs for quality
   • BBy only using the agent for test execution and ignoring its analysis
   • CBy avoiding any interaction with the agent to prevent errors
   • DBy letting the agent make all final decisions without question
   Reveal Solution Discussion Select an answer first
6. 5application · medium

   A startup is building a testing agent that can read a feature specification, generate test cases, execute them, and then write a summary report. The team wants to emphasize the 'agent' aspect of the system, meaning it should not just be a single prompt call. What is the KEY characteristic that makes this system an agent rather than a simple LLM call?

   • AIt has a loop that can call tools, observe the results, and decide on the next action until the task is complete
   • BIt has a pre-written script that executes a fixed sequence of test generation, execution, and reporting
   • CIt uses a very large language model with hundreds of billions of parameters
   • DIt is hosted on a dedicated GPU server to ensure fast inference times
   Reveal Solution Discussion Select an answer first