- A
AWS Config
Why wrong: Config uses rule-based evaluation of resource configurations — DevOps Guru uses ML to identify operational anomalies across metrics, events, and resource relationships.
- B
Amazon GuardDuty
Why wrong: GuardDuty detects security threats using behavioral analysis — DevOps Guru focuses on operational performance and reliability issues, not security threats.
- C
Amazon DevOps Guru
DevOps Guru uses ML to continuously analyze operational data and detect anomalies indicating potential issues — providing proactive recommendations before customers are impacted.
- D
Amazon Inspector
Why wrong: Inspector scans for software vulnerabilities in EC2 and containers — DevOps Guru analyzes operational health and performance of running applications.
Question 897 of 1,024
CLF-C02 Security and Compliance Practice Question
This CLF-C02 practice question tests your understanding of security and compliance. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Which AWS service provides a finding-based security recommendations service that uses AI to identify operational issues and anomalies, going beyond simple rule-based Config checks?
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
✓
Amazon DevOps Guru
Amazon DevOps Guru is an ML-powered service that automatically detects operational issues and anomalies, such as anomalous application behavior or resource contention, and provides findings and recommendations to improve application performance and availability. While the question description mentions 'security recommendations,' DevOps Guru focuses on operational anomalies, not security threats. It goes beyond simple rule-based checks (like AWS Config) by using AI to identify patterns that deviate from normal behavior, making it the correct answer.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
AWS Config
Why it's wrong here
Config uses rule-based evaluation of resource configurations — DevOps Guru uses ML to identify operational anomalies across metrics, events, and resource relationships.
- ✗
Amazon GuardDuty
Why it's wrong here
GuardDuty detects security threats using behavioral analysis — DevOps Guru focuses on operational performance and reliability issues, not security threats.
- ✓
Amazon DevOps Guru
Why this is correct
DevOps Guru uses ML to continuously analyze operational data and detect anomalies indicating potential issues — providing proactive recommendations before customers are impacted.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Amazon Inspector
Why it's wrong here
Inspector scans for software vulnerabilities in EC2 and containers — DevOps Guru analyzes operational health and performance of running applications.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates confuse Amazon GuardDuty's threat detection with operational anomaly detection, but GuardDuty focuses on security threats (e.g., unusual API calls) while DevOps Guru addresses operational issues like performance degradation and resource saturation.
Detailed technical explanation
How to think about this question
Amazon DevOps Guru uses a trained machine learning model that ingests metrics from Amazon CloudWatch, AWS CloudTrail logs, and application-level telemetry to establish baselines of normal behavior. When it detects deviations, such as a sudden spike in latency or error rates, it generates insights with recommended remediation actions, often linking to related AWS resources. For example, in a real-world scenario, DevOps Guru might identify a memory leak in an Amazon RDS instance by correlating increased swap usage with application slowdowns, then suggest scaling or query optimization.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
TExam Day Tips
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
An e-commerce site experiences heavy traffic on Black Friday and near-zero traffic during off-peak weeks. Rather than provisioning permanent large VMs, the team uses auto-scaling groups that add capacity automatically under load and reduce it overnight. Questions like this test whether you understand elasticity, availability zones, and cloud compute scaling patterns.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
- →
Security and Compliance — study guide chapter
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FAQ
Questions learners often ask
What does this CLF-C02 question test?
Security and Compliance — This question tests Security and Compliance — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Amazon DevOps Guru — Amazon DevOps Guru is an ML-powered service that automatically detects operational issues and anomalies, such as anomalous application behavior or resource contention, and provides findings and recommendations to improve application performance and availability. While the question description mentions 'security recommendations,' DevOps Guru focuses on operational anomalies, not security threats. It goes beyond simple rule-based checks (like AWS Config) by using AI to identify patterns that deviate from normal behavior, making it the correct answer.
What should I do if I get this CLF-C02 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
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Last reviewed: Jun 11, 2026
This CLF-C02 practice question is part of Courseiva's free Amazon Web Services 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 CLF-C02 exam.
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