AAIA AI Auditing Tools And Techniques Practice Question
You are auditing a deployment on Kubernetes using Kubeflow. Which component should the auditor examine to ensure that the pipeline steps are reproducible?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Kubeflow Pipelines
Kubeflow Pipelines (KFP) ensure reproducibility through containerized steps and pipeline definitions stored in YAML.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Kubelet
Why it's wrong here
Kubelet is a node-level component, not a pipeline auditing tool.
- ✓
Kubeflow Pipelines
Why this is correct
KFP provides the framework for reproducible and versioned workflows.
- ✗
Prometheus
Why it's wrong here
Prometheus is for monitoring system metrics.
- ✗
Istio
Why it's wrong here
Istio is a service mesh for traffic management.
About these practice questions
One of 209 original AAIA practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official ISACA exam blueprint
This AAIA practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIA exam.