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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Maintaining Energy and Momentum | 15% | - The DevOps Business Case - A High-Trust Culture - Culture and Climate |
| Topic 2: Articulating and Socializing Vision | 15% | - Broadcasting Outside of Your Organization - Organizational Change in Large Enterprises - Empowering People |
| Topic 3: Unlearning Behaviors | 12.5% | - Mindset, Mental Models and Cognitive Bias - Governance, Risk and Compliance (GRC) and DevOps - Psychological Safety and Neuroscience |
| Topic 4: Becoming a DevOps Organization | 17.5% | - DevOps Kaizen - Building Safety In - How DevOps Differs |
| Topic 5: Measure to Learn | 5% | - Creating a Current Value Stream Map - Avoiding Measure to Target |
| Topic 6: Measure to Improve | 5% | - The Improvement Kata and Experiments - Creating a Future Value Stream Map |
| Topic 7: Target Operating Models and Organizational Design | 15% | - Desired Outcomes of DevOps - DevOps Target Operating Model Design Principles - Conway's Law |
| Topic 8: DevOps and Transformational Leadership | 15% | - Current Definitions of DevOps - Transformational Leadership - Benefits of DevOps |
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NEW QUESTION # 41
When you are writing a DevOps investment case, which of the following is a hard, quantifiable benefit you can state?
Answer: A
Explanation:
The correct answer is A because revenue from accelerating time to value is a hard, quantifiable business benefit. A DevOps investment case must translate improvement activity into measurable organizational outcomes. Faster delivery of valuable functionality can directly affect revenue by enabling earlier market entry, quicker customer adoption, faster realization of product enhancements, and reduced delay cost.
Customer satisfaction, competitive advantage, and market perception are important, but they are generally softer or less directly quantifiable unless converted into measurable indicators. For example, customer satisfaction may be tracked through NPS or churn, and competitive advantage may influence revenue, but the option that most directly expresses a financial benefit is accelerated revenue from faster time to value.
DevOps leaders need this distinction when building executive support. Tooling, automation, team redesign, continuous delivery, and value stream improvement should not be justified only as technical improvements.
They should be linked to financial and operational outcomes such as increased revenue, reduced cost of delay, lower change failure cost, faster recovery, and improved capacity for innovation. Relevant study guide references: Measuring to Improve; Measuring to Learn; Becoming a DevOps Organization.
NEW QUESTION # 42
Which of the following is a characteristic of transformation as opposed to evolution?
Answer: A
Explanation:
The correct answer is A because transformation, when contrasted with evolution, is often characterized as a deliberate, directed, and orchestrated change effort, commonly driven from the top by a senior leader or small leadership group. It is typically planned around a defined future state and mobilized through vision, sponsorship, communication, and coordinated intervention. In DevOps leadership, this distinction matters because organizations frequently describe major change programs as "transformations" when they are actively steering people, structures, practices, and technology toward a new operating model.
The other options align more closely with evolutionary change. Empowered people participating, distributed authority, and systemic thinking are characteristics of an adaptive, emergent, and organization-wide evolution.
Evolution depends on many local decisions, learning loops, experiments, and adjustments across the system rather than centralized orchestration by one individual.
A DevOps Leader must understand both modes. Transformation can create urgency and direction, but evolution helps sustain learning and adaptation. Relevant study guide references: DevOps and Transformational Leadership; Maintaining Energy and Momentum; Articulating and Socializing Vision; Unlearning Behaviors.
NEW QUESTION # 43
In Kolb's Learning Styles, when a person is thinking and watching, what are they doing?
Answer: D
Explanation:
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.
NEW QUESTION # 44
To get the most accurate picture of an organization's actual state in a DevOps evolution, why is it essential to listen to everybody that's involved, particularly those who are doing the work on a day to day basis?
Answer: C
Explanation:
The correct answer is A because a reliable DevOps assessment must expose the organization's real operating conditions, not only its intended structure, formal reports, or leadership interpretation. In DevOps evolution, leaders must understand actual flow of work, friction points, queue times, handoffs, rework, incident patterns, cultural constraints, and sources of delay. These are often most visible to the people performing the work every day: engineers, testers, service desk staff, operations teams, security practitioners, product owners, and release personnel.
Management perspectives are valuable, but they can be filtered through dashboards, status reports, escalation paths, and optimistic assumptions. Leaders may see strategic intent, while teams experience practical reality.
This is why DevOps emphasizes learning from the system of work, going to where the work happens, creating psychological safety, and listening across organizational levels. Without frontline input, transformation activity may optimize the wrong constraint or reinforce existing dysfunction.
Options B, C, and D describe valid DevOps ideas, but they do not directly explain why broad listening is essential when assessing the current state. The relevant study guide areas are Measuring to Learn, DevOps and Transformational Leadership, Becoming a DevOps Organization, and Unlearning Behaviors.
NEW QUESTION # 45
A manufacturing organization is struggling to deliver the new features their clients are asking for in their web- based applications. When they do release a new version it usually causes incidents which result in system downtime and overtime worked by the IT operations department. Additionally, the CEO has told the IT department he is extremely worried about cyber threats and wants them to focus on this as a matter of urgency
- they are not sure how to do this as they are so busy firefighting.
How will DevOps help them?
Answer: A
Explanation:
DevOps helps this organization primarily by improving its ability to deliver technology change quickly, safely, and sustainably. The scenario describes several classic symptoms of a non-DevOps operating model:
slow feature delivery, unstable releases, production incidents, excessive operational toil, and inability to focus on strategic risk such as cybersecurity because teams are trapped in reactive firefighting. Option B is the most complete answer because DevOps is not merely automation, experimentation, or shifting support responsibility to developers. Those may be practices within a broader transformation, but the leadership objective is improved flow, reliability, feedback, resilience, and value delivery.
By adopting DevOps principles, the organization can reduce deployment risk through smaller batch sizes, better collaboration between development, operations, security, and business stakeholders, automated testing, continuous integration, continuous delivery, monitoring, and learning from incidents. Security concerns can also be addressed earlier through DevSecOps practices, integrating security controls into the delivery lifecycle rather than treating them as separate emergency work. This supports both business agility and operational stability.
Specific Study Guide alignment: Becoming a DevOps Organization; Measuring to Improve; Measuring to Learn; DevOps and Transformational Leadership.
NEW QUESTION # 46
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