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| Section | Weight | Objectives |
|---|---|---|
| Articulating and Realising Value | 10% | - Investment cases and business justification - Communicating value to stakeholders - Value outcomes and benefits realization |
| Leading Cultural Change | 5% | - Empowerment and participation - Driving behavioural and cultural transformation |
| Target Operating Models and Organizational Design | 10% | - Team structures and collaboration - Conway's Law and organizational structure - Designing DevOps-aligned operating models |
| Measuring to Improve | 15% | - Avoiding measurement pitfalls - Value stream mapping - Meaningful metrics and indicators |
| Unlearning Behaviors | 15% | - Governance, risk and compliance in DevOps - Mindset and mental models - Cognitive bias and psychological safety |
| Becoming a DevOps Organisation | 15% | - Differences between DevOps and traditional IT - DevOps principles and adoption - Building safety and continuous improvement |
| DevOps and Transformational Leadership | 15% | - Leadership frameworks for change - Transformational leadership principles - Definitions and benefits of DevOps |
| Measuring to Learn | 15% | - Evaluating DevOps performance - Purpose of measurement - Tools and techniques for measurement |
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NEW QUESTION # 19
Where should you start with your DevOps evolution?
Answer: D
Explanation:
The correct answer is D because DevOps evolution should begin with a value stream. DevOps is concerned with the end-to-end flow of work from idea to customer value, not merely with reorganizing departments, selecting a single application, or avoiding legacy systems. A value stream view allows leaders and teams to understand how work actually moves through the organization, where delays occur, where handoffs create friction, and where feedback is lost.
Starting with a reorganization is risky because structural change without understanding the system of work may simply recreate the same constraints in a new chart. Starting with an application can be too narrow unless it is examined within the broader value stream that delivers and operates it. Avoiding legacy systems is also not a reliable principle; legacy services may be central to business value and therefore important to include.
A value stream approach helps identify constraints, reduce waste, improve flow, and connect technical improvements to business outcomes. It also gives leaders a practical basis for measurement and improvement.
Relevant study guide references: Becoming a DevOps Organization; Measuring to Improve; Measuring to Learn; Target Operating Models and Organizational Designs.
NEW QUESTION # 20
Which of the following is NOT a type of cognitive bias?
Answer: D
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 # 21
Other than mapping the flow of work, what does a value stream mapping exercise jump start?
Answer: A
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 # 22
When you are putting the customer upfront and center, what shouldn't you do?
Answer: D
Explanation:
The correct answer is A because customer-centric DevOps decision-making should be based on evidence, feedback, and validated learning rather than hierarchy. The "highest paid person's opinion" problem, often called HiPPO-driven decision-making, occurs when seniority overrides customer evidence, operational data, team insight, or experiment results. This is especially harmful in DevOps evolution because it reinforces command-and-control behavior and prevents organizations from learning from the actual users of the system.
Putting the customer upfront and center means using customer feedback, telemetry, usage data, support patterns, market signals, and outcome measures to guide prioritization and improvement. Pulling improvement ideas from customers is appropriate because it connects delivery to real needs. Using live- streaming reaction and prediction services can help organizations understand behavior and sentiment quickly.
Being data-driven supports faster feedback and better product decisions.
A DevOps leader should create conditions where decisions are informed by the people closest to the customer, the work, and the evidence. Relevant study guide references: Measuring to Learn; Becoming a DevOps Organization; DevOps and Transformational Leadership; Articulating and Socializing Vision.
NEW QUESTION # 23
In the Power of TED, The Empowerment Dynamic, what role does the victim from the Karpman Drama Triangle become?
Answer: A
Explanation:
The correct answer is A because in The Empowerment Dynamic, the Victim role from the Karpman Drama Triangle shifts into the Creator role. The Karpman Drama Triangle describes dysfunctional interaction patterns: Victim, Persecutor, and Rescuer. These roles reinforce blame, helplessness, dependency, and reactive behavior. In DevOps transformation, such patterns are harmful because they prevent ownership, learning, and constructive problem-solving.
The Empowerment Dynamic reframes these roles into more productive alternatives. The Victim becomes the Creator, focusing on desired outcomes, choices, and personal agency. The Persecutor becomes the Challenger, provoking growth and improvement rather than blame. The Rescuer becomes the Coach, helping others develop capability rather than creating dependency.
For DevOps leaders, this model supports unlearning behaviors that keep teams stuck in blame or helplessness.
Instead of saying "operations blocks us" or "developers keep breaking things," teams learn to ask what outcome they want, what constraints exist, and what actions they can take together. Relevant study guide references: Unlearning Behaviors; DevOps and Transformational Leadership; Maintaining Energy and Momentum.
NEW QUESTION # 24
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