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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Unlearning Behaviors | 12.5% | - Psychological Safety and Neuroscience - Mindset, Mental Models and Cognitive Bias - Governance, Risk and Compliance (GRC) and DevOps |
| Topic 2: Articulating and Socializing Vision | 15% | - Empowering People - Broadcasting Outside of Your Organization - Organizational Change in Large Enterprises |
| Topic 3: Measure to Improve | 5% | - The Improvement Kata and Experiments - Creating a Future Value Stream Map |
| Topic 4: Maintaining Energy and Momentum | 15% | - Culture and Climate - The DevOps Business Case - A High-Trust Culture |
| Topic 5: Becoming a DevOps Organization | 17.5% | - How DevOps Differs - Building Safety In - DevOps Kaizen |
| Topic 6: Measure to Learn | 5% | - Creating a Current Value Stream Map - Avoiding Measure to Target |
| Topic 7: DevOps and Transformational Leadership | 15% | - Transformational Leadership - Current Definitions of DevOps - Benefits of DevOps |
| Topic 8: Target Operating Models and Organizational Design | 15% | - Desired Outcomes of DevOps - Conway's Law - DevOps Target Operating Model Design Principles |
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NEW QUESTION # 22
What doesn't help to create a culture where people feel safe to fail?
Answer: D
Explanation:
The correct answer is B because allowing leaders to punish failure directly undermines psychological safety, learning, experimentation, and transparency. A DevOps culture depends on people being willing to surface problems, admit uncertainty, report incidents, share mistakes, and test improvements. If failure is punished, teams hide information, avoid risk, reduce experimentation, and focus on self-protection rather than organizational learning.
Making experimentation time explicit supports innovation and controlled learning. Shared accountabilities and goals reduce blame between functions because teams are aligned around common outcomes rather than departmental defensiveness. Using ChatOps to swarm incidents can improve collaboration, visibility, and collective problem-solving during operational events. These practices contribute to an environment where failure is treated as information that can improve the system.
This does not mean DevOps accepts negligence or lack of discipline. It means leaders distinguish between blameworthy behavior and the normal learning that occurs in complex systems. The goal is to create conditions where teams can learn quickly and safely from failure. Punitive leadership blocks that learning cycle. Relevant study guide references: DevOps and Transformational Leadership; Unlearning Behaviors; Maintaining Energy and Momentum; Measuring to Learn.
NEW QUESTION # 23
Which of the following is NOT a type of cognitive bias?
Answer: A
Explanation:
The correct answer is A because "Flamingo fallacy" is not a recognized cognitive bias in the context of DevOps leadership, organizational learning, or decision-making psychology. Cognitive biases are systematic patterns of deviation in judgment that can distort how individuals and groups interpret information, assess risk, make decisions, and respond to evidence. In DevOps transformation, these biases are especially important because they can reinforce legacy behaviors, prevent learning, and cause leaders to misread the real state of the organization.
The clustering illusion is a recognized bias where people perceive patterns in random or limited data. This can lead teams to infer false trends from incidents, metrics, or customer feedback. The bandwagon effect is also a recognized bias, where people adopt beliefs or behaviors because others do, rather than because evidence supports them. Risk compensation describes behavioral adjustment in response to perceived safety or risk controls and is relevant when assessing how people respond to safeguards, automation, or controls.
DevOps leaders must unlearn biased thinking by using evidence, feedback, experimentation, and diverse perspectives. Relevant study guide references: Unlearning Behaviors, Measuring to Learn, DevOps and Transformational Leadership, and Measuring to Improve.
NEW QUESTION # 24
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 # 25
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: D
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 # 26
What characterizes the Fourth Industrial Revolution?
Answer: A
Explanation:
The correct answer is B. The Fourth Industrial Revolution is characterized by the convergence of cyber- physical systems, artificial intelligence, the Internet of Things, advanced automation, data-driven decision- making, and highly connected digital ecosystems. In the DevOps Leader context, this matters because organizations are operating in an environment where speed, adaptability, resilience, security, and continuous learning are essential.
The other options correspond more closely to earlier industrial revolutions. The steam engine is associated with the First Industrial Revolution. Mass production is associated with the Second Industrial Revolution.
Digital and automation are more closely associated with the Third Industrial Revolution, where computing and electronics transformed production and business processes.
The Fourth Industrial Revolution increases pressure on organizations to respond rapidly to customer needs, market changes, cyber threats, and technological disruption. DevOps provides a leadership and operating model for this environment by improving flow, feedback, experimentation, automation, and collaboration across business and technology teams. Relevant study guide references: DevOps and Transformational Leadership; Becoming a DevOps Organization; Articulating and Socializing Vision.
NEW QUESTION # 27
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