Free Preparation Discussions
MENU
PeopleCert DevOps SRE Exam Questions
- Topic 1: Culture: Reliability @ Scale, Shift-Left “Wisdom of Productionâ€, Learn from Failure, and Continuous Learning: This section measures the skills of DevOps Engineers and emphasizes the importance of fostering a culture that prioritizes reliability, encourages learning from failures, and promotes continuous improvement through the "wisdom of production" principles.
- Topic 2: Toil Reduction: This section measures the skills of Site Reliability Engineers and focuses on minimizing non-value-added work by leveraging tooling, automation, value stream mapping (VSM), and platform engineering to enhance efficiency.
- Topic 3: TSLAs/SLOs/SLIs: This section measures the skills of DevOps Engineers and covers key metrics such as availability, latency, and response time, including how to manage error budgets effectively to maintain service performance.
- Topic 4: Measurements: This section measures the skills of Site Reliability Engineers and emphasizes the importance of observability, monitoring, telemetry, instrumentation, and the use of AIOps for effective system performance management.
- Topic 5: Anti-Fragility: This section measures the skills of DevOps Engineers and focuses on improving system resilience through practices such as fire drills, chaos engineering, security measures, and automation strategies.
- Topic 6: Work Sharing: This section measures the skills of Operations Managers and addresses managing technical debt incrementally while balancing operational loads across development, operations, and on-call responsibilities.
- Topic 7: Deployments: This section measures the skills of DevOps Engineers and covers progressive deployment strategies such as blue/green deployments, A/B testing, canary releases, automation scripts, and monitoring to ensure smooth transitions.
- Topic 8: Performance Management: This section measures the skills of Site Reliability Engineers and focuses on techniques for monitoring application performance management (APM), capacity testing, auto-scaling strategies, and AIOps integration.
- Topic 9: Incident Management: This section measures the skills of Incident Response Teams and covers emergency response protocols, on-call procedures, and conducting blameless retrospectives to improve future incident handling.
Free PeopleCert DevOps SRE Exam Actual Questions
Note: Premium Questions for DevOps SRE were last updated On Jul. 10, 2026 (see below)
Which type of engineering work will reduce toil within the service?
Comprehensive and Detailed Explanation From Exact Extract:
Toil-reduction engineering focuses on making the service itself easier to operate. The most direct way to achieve this is through internal automation --- automation built into the service that eliminates repetitive, manual operational tasks.
The Site Reliability Engineering Book, Chapter ''Eliminating Toil,'' states:
''Automation that replaces manual, repetitive operational tasks is the primary mechanism for reducing toil. The most effective form of toil reduction is automation that is integrated directly into the service itself.''
The SRE Workbook reinforces:
''Internal automation contributes directly to service reliability and reduces the operational burden by ensuring that manual tasks are permanently removed.''
Why the other options are not the best answer:
A Continuous delivery pipelines reduce release friction but do not directly remove service-operational toil.
B External scripts and tools help but are less effective and harder to maintain than internal automation.
C Scalable infrastructure reduces linear-scaling toil but does not address broader operational burdens.
Thus, the correct answer is D.
Site Reliability Engineering Book, ''Eliminating Toil''
SRE Workbook, ''Toil Reduction Approaches''
What does the term "wisdom of production" mean?
Comprehensive and Detailed Explanation From Exact Extract:
The term ''wisdom of production'' refers to the insights gained from real systems running under actual production conditions. Only production environments exhibit real user behavior, real workloads, true performance characteristics, and authentic failure modes. This concept is rooted in the SRE philosophy that production is the ultimate source of truth for understanding system behavior.
From the SRE Workbook, Chapter ''Monitoring'':
''Only production provides the full truth about how a system behaves under real workloads. Production is the ultimate source of wisdom about the system.''
This makes clear that wisdom gained from production is indispensable. Testing and staging environments cannot reproduce all real-world variables, usage patterns, and failure pathways.
Why the other options are incorrect:
A describes engineering approaches but does not define ''wisdom of production.''
C is incorrect because staging environments do not provide production wisdom.
D relates to automation strategy, not production insights.
Thus, the accurate meaning of the term is B --- The wisdom gained from something running in production.
Site Reliability Engineering Workbook, ''Monitoring'' Chapter
Site Reliability Engineering Book, ''Practical Alerting'' and ''Production Readiness'' Sections
Which of the following BEST describes the most important rationale for NOT seeking an SLO of 100% availability?
Comprehensive and Detailed Explanation From Exact Extract:
The SRE Book clearly states: ''A target of 100% availability is neither realistic nor economically viable at scale.'' Complex distributed systems inherently experience failures, network issues, hardware faults, and dependency outages. SRE emphasizes embracing this reality through error budgets, which assume some failure and allow engineering resources to be used efficiently.
The primary reason not to set 100% availability is that it is impossible to achieve reliably and leads to wasted engineering effort. SRE states: ''Chasing perfect reliability leads to dramatically increasing costs with diminishing returns.''
Option A captures this rationale precisely.
Options B, C, and D are secondary or incorrect interpretations and do not come directly from SRE principles.
Thus, A is the correct SRE-aligned answer.
Site Reliability Engineering, Chapter: ''Service Level Objectives.''
The Site Reliability Workbook, sections on Error Budgets and realistic SLOs.
What is the benefit of strategically burning the Error Budget to zero every month?
Comprehensive and Detailed Explanation From Exact Extract:
Burning the error budget to zero --- strategically, not accidentally --- helps ensure the correct balance between release velocity and system stability, which is the fundamental purpose of error budgets. Error budgets exist to encourage a healthy level of risk-taking up to the point where user experience is not impacted.
From the Site Reliability Engineering Book, SLO chapter:
''Error budgets provide a mechanism for balancing innovation and reliability by allowing measured risk-taking while ensuring user expectations are met.''
The SRE Workbook adds:
''Teams should aim to use their full error budget. Not using it implies missed opportunities to deliver features or improvements.''
This means that strategically burning the error budget to zero ensures:
Teams are shipping value at maximum safe velocity
Reliability goals are still respected
Risk is managed and intentional
Why other options are incorrect:
B Capacity measurement is unrelated to error budget consumption.
C Error budgets should not be continually revised unless business needs change.
D Conversations with partners may occur, but this is not the primary benefit.
Thus, the correct answer is A.
Site Reliability Engineering Book, ''Service Level Objectives''
SRE Workbook, ''SLO Engineering''
Microservices are independent services that are developed, deployed, and maintained separately.
Which of the following BEST justifies the use of this application architecture?
Comprehensive and Detailed Explanation From Exact Extract:
SRE supports microservices architecture because it improves reliability by reducing blast radius, allowing independent deployments, and enabling scalable autonomous teams. The SRE Book notes: ''Microservices enable teams to independently iterate and improve reliability without the constraints of large monolithic systems.'' (SRE Book -- Distributed Systems). One of the strongest reasons to adopt microservices is modernizing and refactoring large legacy monoliths, allowing them to be broken into independently deployable, maintainable components.
Option A is therefore the best justification.
Options B, C, and D may involve architectural choices, but they do not explain why microservices are the preferred architecture for reliability and scalability.
Thus, A is correct.
Site Reliability Engineering, Chapters on Distributed Systems and Microservice Reliability Patterns.
- Select Question Types you want
- Set your Desired Pass Percentage
- Allocate Time (Hours : Minutes)
- Create Multiple Practice tests with Limited Questions
- Customer Support
Karen Edwards
10 days agoAndrew Bell
19 days agoCynthia Taylor
1 month agoJennifer Adams
2 months agoMelissa Young
2 months agoSandra Baker
3 months agoMaria Young
2 months agoCarol Anderson
3 months agoSandra Peterson
3 months agoAmy Stewart
3 months agoDennis Bailey
2 months agoPansy
3 months agoKenny
4 months agoBette
4 months agoEveline
4 months agoArdella
4 months agoAlonzo
5 months agoJuan
5 months agoFiliberto
5 months agoGraciela
6 months agoRonnie
6 months agoShanice
6 months agoBethanie
6 months agoMaile
7 months agoCherry
7 months agoFelicia
7 months agoJarod
7 months agoLisbeth
8 months agoBok
8 months agoDesmond
8 months agoElbert
8 months agoLonna
9 months agoRosendo
9 months agoPearlie
9 months agoDarell
9 months agoRoy
10 months agoHermila
10 months agoClorinda
10 months agoLemuel
10 months agoSelene
10 months agoTeddy
10 months agoMichal
10 months agoCasey
1 year agoTommy
1 year agoTammara
1 year agoDelsie
1 year agoGianna
1 year agoCarlton
1 year agoHoney
1 year agoGeraldo
1 year agoEric
1 year agoAlease
1 year agoAntonio
1 year agoFelix
1 year agoMiriam
1 year agoKasandra
1 year agoGennie
2 years agoAmina
2 years agoSkye
2 years agoRikki
2 years agoBulah
2 years agoNadine
2 years agoTom
2 years agoMyra
2 years agoTasia
2 years agoRolland
2 years agoAshley
2 years agoGaston
2 years agoLeonida
2 years agoValentine
2 years agoAlecia
2 years agoTony
2 years agoKristeen
2 years agoLachelle
2 years agoStephen
2 years agoLaine
2 years agoRaelene
2 years agoAnnamae
2 years agoYasuko
2 years agoNickie
2 years agoTess
2 years agoEstrella
2 years agoEmilio
2 years agoDorothy
2 years ago