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| Section | Weight | Objectives |
|---|---|---|
| Unlearning Behaviors | 12.5% | - Governance, Risk and Compliance (GRC) and DevOps - Psychological Safety and Neuroscience - Mindset, Mental Models and Cognitive Bias |
| Measure to Improve | 5% | - Creating a Future Value Stream Map - The Improvement Kata and Experiments |
| Measure to Learn | 5% | - Creating a Current Value Stream Map - Avoiding Measure to Target |
| Becoming a DevOps Organization | 17.5% | - Building Safety In - DevOps Kaizen - How DevOps Differs |
| DevOps and Transformational Leadership | 15% | - Benefits of DevOps - Current Definitions of DevOps - Transformational Leadership |
| Maintaining Energy and Momentum | 15% | - Culture and Climate - The DevOps Business Case - A High-Trust Culture |
| Articulating and Socializing Vision | 15% | - Organizational Change in Large Enterprises - Broadcasting Outside of Your Organization - Empowering People |
| Target Operating Models and Organizational Design | 15% | - Conway's Law - Desired Outcomes of DevOps - DevOps Target Operating Model Design Principles |
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NEW QUESTION # 26
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: B
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 # 27
What is a benefit of a squad model?
Answer: D
Explanation:
The correct answer is D because the squad model can both provide an effective way to scale DevOps teams and reduce the management overhead associated with silo-based structures. Squads are small, dedicated, cross- functional teams aligned to a product, service, customer journey, or value stream. They bring together the skills needed to build, test, release, operate, and improve services with fewer handoffs and less dependency on separate functional departments.
This model supports DevOps scaling because multiple squads can operate with clear ownership while coordinating through chapters, guilds, tribes, or other lightweight structures. It also reduces the overhead created by traditional silos, where work must be passed between separate teams with different priorities, queues, managers, and measures. By increasing autonomy and end-to-end accountability, squads improve flow and feedback.
Option B is incorrect because centralized control of planning is not the primary benefit of squads. In fact, DevOps-aligned squad models usually favor decentralized decision-making within aligned strategic boundaries. The goal is not uncontrolled independence, but fast local decision-making connected to shared purpose and outcomes. Relevant study guide references: Target Operating Models and Organizational Designs; Becoming a DevOps Organization; Measuring to Improve.
NEW QUESTION # 28
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 # 29
Other than mapping the flow of work, what does a value stream mapping exercise jump start?
Answer: C
Explanation:
The correct answer is A because value stream mapping is not only an analytical technique; it is also a powerful cultural intervention. By bringing stakeholders together to visualize the end-to-end flow of work, it creates a common understanding of how the system really operates. This matters because different teams often see only their own part of the process and may blame other groups for delays, defects, or friction.
A shared value stream map helps replace opinion, defensiveness, and silo thinking with evidence-based discussion. It allows development, operations, security, testing, business, product, release, and support stakeholders to see the same constraints, queues, dependencies, and waste. That shared visibility can jump start cultural change because teams begin to understand that the problem is usually in the system of work, not in individual effort.
Automated metrics collection may support later improvement, but it is not the cultural effect being tested.
Vendor selection is unrelated. Moving to a product-centric model may be an eventual outcome, but the immediate jump start is shared understanding and cultural alignment. Relevant study guide references:
Measuring to Learn; Measuring to Improve; Becoming a DevOps Organization; DevOps and Transformational Leadership.
NEW QUESTION # 30
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 # 31
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