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| Section | Weight | Objectives |
|---|---|---|
| Maintaining Energy and Momentum | 15% | - The DevOps Business Case - A High-Trust Culture - Culture and Climate |
| Target Operating Models and Organizational Design | 15% | - DevOps Target Operating Model Design Principles - Desired Outcomes of DevOps - Conway's Law |
| Measure to Improve | 5% | - The Improvement Kata and Experiments - Creating a Future Value Stream Map |
| Becoming a DevOps Organization | 17.5% | - Building Safety In - How DevOps Differs - DevOps Kaizen |
| Measure to Learn | 5% | - Avoiding Measure to Target - Creating a Current Value Stream Map |
| Unlearning Behaviors | 12.5% | - Governance, Risk and Compliance (GRC) and DevOps - Mindset, Mental Models and Cognitive Bias - Psychological Safety and Neuroscience |
| Articulating and Socializing Vision | 15% | - Organizational Change in Large Enterprises - Broadcasting Outside of Your Organization - Empowering People |
| DevOps and Transformational Leadership | 15% | - Transformational Leadership - Benefits of DevOps - Current Definitions of DevOps |
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NEW QUESTION # 15
Batul is in trouble with her husband because she has to work on the weekend as a release is happening and it's his parents' golden wedding anniversary. Whilst Batul may not be able to fix the problem in time to get to the celebratory lunch, what should Batul encourage her organization to do?
Answer: A
Explanation:
The correct answer is D because the real problem is not Batul's individual scheduling conflict; it is the organization's release model. Weekend releases, large batches, war rooms, and extraordinary coordination are symptoms of a high-risk, low-frequency delivery process. DevOps aims to make releases routine, safe, repeatable, and sustainable by creating continuous delivery capability and releasing small increments regularly.
A continuous delivery pipeline reduces manual effort, improves confidence through automated build, test, security, and deployment steps, and enables faster feedback. Smaller releases reduce complexity and risk because each change contains less scope, is easier to understand, easier to validate, and easier to recover from if something goes wrong. This also reduces the human cost of delivery, including weekend work, overtime, burnout, and dependence on heroic individuals.
A war room may help manage a risky release, but it does not solve the systemic issue. Asking someone else to cover only transfers the burden. Moving a large release into working hours may reduce personal disruption but still preserves the risky batch size. Relevant study guide references: Becoming a DevOps Organization; Measuring to Improve; Maintaining Energy and Momentum.
NEW QUESTION # 16
Which of the following is a characteristic of a well-functioning team?
Answer: C
Explanation:
The correct answer is B because a well-functioning team has enough clarity, focus, and alignment that it is not constantly disrupted by changing priorities. In DevOps, frequent uncontrolled reprioritization damages flow, creates context switching, increases work in progress, delays completion, and weakens accountability. A team that reprioritizes infrequently is more likely to have stable goals, clear decision rules, and a shared understanding of what matters most.
The other options describe poor team functioning. A team unable to make decisions lacks autonomy or clarity.
An unaccountable team does not own outcomes or commitments. A team making slow progress toward goals may be blocked by dependencies, unclear priorities, excessive work in progress, or weak feedback loops.
This does not mean priorities never change. DevOps teams must remain responsive to customer feedback, incidents, risk, and business needs. However, effective teams manage priority changes deliberately rather than reactively. They protect focus while still learning and adapting. Relevant study guide references: Maintaining Energy and Momentum; DevOps and Transformational Leadership; Measuring to Improve; Target Operating Models and Organizational Designs.
NEW QUESTION # 17
Imran is a service transition manager in the IT Operations team in a publishing house. Imran feels that he and his colleagues could be working more closely with the developers of their publishing platforms, but he cannot influence the organization model so, in his view, IT Operations will always be a centralized team.
In order to achieve his goal of working more closely with the developers, what should Imran and his colleagues NOT do?
Answer: A
Explanation:
The correct answer is D because asking developers to provide requirements on a monthly basis reinforces a traditional handoff model rather than improving collaboration. Imran's challenge is that IT Operations remains centralized, but even within that constraint, Ops can adopt DevOps-aligned working practices that bring teams closer together. Monthly requirements gathering creates batching, delayed feedback, queueing, and separation between development and operations. It treats Ops as a downstream recipient of work rather than an active partner in delivery.
The other options are constructive patterns for improving collaboration without requiring an immediate reorganization. Shared services can help development teams consume reliable operational capabilities in a self-service way. Assigning an Ops liaison to feature teams creates a stronger communication bridge and helps operational considerations enter earlier in the lifecycle. Making Ops work visible on shared Kanban boards improves transparency, coordination, and flow.
DevOps does not require every organization to adopt the same structure immediately, but it does require reducing handoffs, improving visibility, and increasing shared ownership. Relevant study guide references:
Target Operating Models and Organizational Designs; Becoming a DevOps Organization; Measuring to Improve.
NEW QUESTION # 18
What is a characteristic of a high performing team according to Project Aristotle?
Answer: D
Explanation:
The correct answer is C because Project Aristotle identified "meaning" as one of the key dynamics of effective teams. In a high-performing team, members experience the work as personally significant, worthwhile, and connected to something they value. This matters in DevOps leadership because transformation depends on committed, engaged teams that understand why their work matters to customers, the organization, and each other.
The other options directly contradict the conditions associated with strong team performance. Feeling insecure when taking risks indicates poor psychological safety, which reduces openness, experimentation, learning, and incident transparency. Being unable to count on each other violates dependability, another essential team dynamic. Unclear goals and execution plans indicate a lack of structure and clarity, which creates confusion, duplicated effort, and weak delivery focus.
For DevOps leaders, Project Aristotle reinforces that high performance is not achieved through pressure, heroics, or command-and-control behavior. It is enabled through trust, clarity, shared purpose, and meaningful work. Relevant study guide references: DevOps and Transformational Leadership, Maintaining Energy and Momentum, Articulating and Socializing Vision, and Unlearning Behaviors.
NEW QUESTION # 19
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 # 20
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