Course Test

Please answer the questions below to complete the test.

Question 1

Which combination of guardrails is needed to catch both invented Kubernetes fields and admission control failures before applying an AI-generated manifest?

Select one answer

Schema validation only

Server-side dry-run only

Schema validation and server-side dry-run

Human approval gate and constrained output templates

Question 2

What is the primary advantage of constrained output templates over free-form manifest generation when working with a coding agent?

Select one answer

They reduce the number of tokens the agent consumes per request

They make structural hallucinations impossible by limiting the agent to filling in values within a fixed schema

They eliminate the need for schema validation

They allow the agent to operate without human approval gates

Question 3

An AI audit record must be structured so that a future engineer can reconstruct the decision without any additional context. Which fields are essential to achieve this? Select all that apply.

Select all that apply

The intent - what problem the agent was solving

The agent's rationale for each structural choice

The full LLM prompt text sent to the agent

The identity of the human approver

Question 4

What does the mesheryctl system check command help detect in the context of AI-driven operations?

Select one answer

LLM token budget exhaustion during an agent session

Drift between Meshery's registry and live cluster state, surfacing orphaned agent-created resources

Missing human approval signatures on promoted designs

Schema validation failures in imported designs

Question 5

Which of the following triggers should cause an AI Operator to escalate rather than approve an agent proposal?

Select all that apply

The proposal affects more than one namespace

The agent has retried the same task more than twice without success

The server-side dry-run passed successfully

The proposal touches a NetworkPolicy or RBAC resource

Question 6

What is the correct command to import an AI-generated design into Meshery for review and versioning?

Type your answer below