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| Section | Weight | Objectives |
|---|---|---|
| DevOps and Transformational Leadership | 15% | - Definitions and benefits of DevOps - Transformational leadership principles - Leadership frameworks for change |
| Becoming a DevOps Organisation | 15% | - Building safety and continuous improvement - Differences between DevOps and traditional IT - DevOps principles and adoption |
| Measuring to Learn | 15% | - Evaluating DevOps performance - Purpose of measurement - Tools and techniques for measurement |
| Articulating and Realising Value | 10% | - Investment cases and business justification - Value outcomes and benefits realization - Communicating value to stakeholders |
| Target Operating Models and Organizational Design | 10% | - Team structures and collaboration - Conway's Law and organizational structure - Designing DevOps-aligned operating models |
| Unlearning Behaviors | 15% | - Governance, risk and compliance in DevOps - Cognitive bias and psychological safety - Mindset and mental models |
| Leading Cultural Change | 5% | - Driving behavioural and cultural transformation - Empowerment and participation |
| Measuring to Improve | 15% | - Meaningful metrics and indicators - Avoiding measurement pitfalls - Value stream mapping |
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질문 # 19
In Kolb's Learning Styles, when a person is thinking and watching, what are they doing?
정답：D
설명：
The correct answer is B. In Kolb's Learning Styles model, "thinking and watching" corresponds to Assimilating. Kolb's model combines two dimensions: how people perceive information and how they process it. "Thinking" aligns with abstract conceptualization, while "watching" aligns with reflective observation. Together, these form the Assimilating learning style.
Assimilating learners tend to prefer logical analysis, structured models, concepts, theories, and reflective understanding. They often want to understand the "why" behind a practice before applying it. In DevOps leadership, recognizing different learning styles is useful because transformation requires people to learn new behaviors, unlearn old assumptions, and adopt new ways of working. A leader who only communicates through one style may fail to engage the whole organization.
The other styles map differently. Diverging is feeling and watching. Converging is thinking and doing.
Accommodating is feeling and doing. DevOps leaders should support learning through explanation, experimentation, reflection, practice, and feedback so that different learning preferences are addressed.
Relevant study guide references: Unlearning Behaviors; Maintaining Energy and Momentum; DevOps and Transformational Leadership.
질문 # 20
Which of the following describes a characteristic of a traditional IT organization rather than a DevOps organization?
정답：B
설명：
The correct answer is C because traditional IT organizations commonly measure performance through cost control, resource utilization, capacity management, budget adherence, and departmental efficiency. These measures are not inherently useless, but they often encourage local optimization rather than end-to-end value delivery. A team may appear efficient because it is fully utilized or operating within budget, while the overall system still suffers from long lead times, excessive queues, poor feedback, and unstable releases.
A DevOps organization shifts emphasis toward flow, value, outcomes, learning, and resilience. Measuring on flow means examining how work moves from concept to customer value, including constraints, delays, handoffs, change failure, and recovery. Defining done as "value outcome realized" is also DevOps-aligned because it connects work completion to customer or business impact, not just task completion. Decentralized and continuous scheduling further reflects DevOps delivery patterns where teams release smaller changes more frequently.
Therefore, cost and capacity measurement is the characteristic most associated with traditional IT. Relevant study guide references: Target Operating Models and Organizational Designs; Measuring to Improve; Becoming a DevOps Organization.
질문 # 21
Bernhard is an expert tester and whilst he likes the new model his organization has chosen, which means he is in a cross-functional team, he also misses working in a group of testers and sharing best practice and knowledge. He goes to his chapter meetups but wants a broader community to work with on the emerging artificial intelligence based testing automation tools becoming available in the market.
What could Bernhard do?
정답：B
설명：
The correct answer is A because a guild is an appropriate structure for a broader community of interest that spans teams, squads, chapters, or tribes. Bernhard already participates in chapter meetups, which typically connect people with the same discipline or competency area, such as testing. However, his need is more specific and broader: collaboration around emerging AI-based testing automation tools across the organization.
A guild allows interested practitioners to voluntarily share knowledge, develop practices, explore tools, run experiments, and build capability around a shared topic. This fits the DevOps principle of enabling decentralized learning while avoiding the return to rigid functional silos. It also supports communities of practice, which help specialists maintain professional excellence while still contributing to cross-functional delivery teams.
Option B introduces unnecessary hierarchy. Option C is incorrect because squads are delivery teams, not communities for specialist knowledge sharing. Option D may help locally, but it is narrower than forming a guild and depends on the chapter lead rather than creating an open community. Relevant study guide references: Target Operating Models and Organizational Designs; Maintaining Energy and Momentum; Becoming a DevOps Organization.
질문 # 22
Which of the following is a desired outcome for DevOps?
정답：C
설명：
The correct answer is A because end-to-end lifecycle accountability is a core desired outcome of DevOps.
DevOps seeks to move away from fragmented ownership, where one group builds, another tests, another releases, and another operates. Instead, teams should share responsibility for the full lifecycle of a product or service, from idea and design through development, deployment, operation, feedback, and continual improvement.
This accountability improves flow because teams no longer optimize only their local function. It also improves quality and reliability because the people creating change are connected to operational outcomes and customer feedback. When teams own the lifecycle, they are more likely to build operable, secure, observable, and supportable services. This also reduces blame between departments and encourages learning from incidents and production behavior.
The other options describe traditional constraints that DevOps tries to reduce. Dependencies between teams slow delivery and create coordination burden. Significant upfront planning can delay learning and increase batch size. Handoffs between teams introduce queues, information loss, and weak accountability. Relevant study guide references: Becoming a DevOps Organization; Target Operating Models and Organizational Designs; Measuring to Improve; Measuring to Learn.
질문 # 23
What does every successful DevOps transformation start with?
정답：B
설명：
The correct answer is B because successful DevOps transformation begins by understanding the value stream.
DevOps is not primarily a tooling program, a developer-led takeover of operations, or an isolated grassroots movement. It is an organizational evolution focused on improving the flow of value from idea to customer outcome while increasing quality, reliability, feedback, and learning.
A value stream mapping exercise provides the shared visibility required to start that evolution intelligently. It shows how work actually moves through the organization, where delays occur, where handoffs exist, where rework is created, where approvals slow flow, and where constraints limit delivery. Without this view, organizations often automate the wrong process, reorganize around assumptions, or invest in tools that do not address the real bottleneck.
Tools may become important later, and grassroots energy can help sustain change, but neither replaces the need for a clear view of the end-to-end system. Value stream mapping creates the factual baseline for improvement and alignment. Relevant study guide references: Becoming a DevOps Organization; Measuring to Improve; Measuring to Learn; Target Operating Models and Organizational Designs.
질문 # 24
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