1. B
Balancing reliability and innovation defines SRE’s core philosophy.

2. A
Error budgets quantify acceptable downtime against SLAs.

3. B
Simulations reinforce adult learning through experiential engagement.

4. B
SLOs provide measurable reliability targets guiding decisions.

5. C
Shadowing builds competence and real-world understanding.

6. B
Automation-driven reliability differentiates SRE from traditional ops.

7. B
Analyzing incidents supports higher-order cognitive development.

8. B
Blameless postmortems drive improvement, not blame.

9. A
Compliance requires accurate incident and change records.

10. B
Improved MTTR reflects real skill application.

11. B
Guided reflection fosters confidence and learning retention.

12. A
Transparency through dashboards supports team-wide awareness.

13. B
“Toil” refers to repetitive manual tasks of little lasting value.

14. A
Qualitative feedback evaluates practical mentoring impact.

15. B
Experiential automation aligns with adult learning by doing.

16. B
SRE philosophy values balance, not perfection.

17. A
Problem-based learning supports self-directed adult education.

18. B
Observability enables proactive insight into systems.

19. A
SLIs measure; SLOs set targets; SLAs formalize commitments.

20. A
Simulated incidents test real-world skill application.

21. A
Reflection promotes adaptive expertise and deep learning.

22. A
Chaos engineering teaches resilience through controlled failures.

23. A
Open dialogue strengthens trust and learning.

24. A
Audit logging ensures traceability and regulatory adherence.

25. B
High maturity reflects automation and proactive management.

26. A
Adult learners thrive with autonomy and relevance.

27. A
Error budgets link risk tolerance with innovation pace.

28. A
Pre/post reliability metrics reveal measurable impact.

29. A
Effective mentoring balances independence and support.

30. A
Concise and clear communication is key in incidents.

31. A
Formative assessment adjusts instruction responsively.

32. A
Blamelessness fosters honesty and systemic improvement.

33. A
Integrating compliance and ethics prepares learners for regulated practice.