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| Section | Weight | Objectives |
|---|---|---|
| Measure to Learn | 5% | - Avoiding Measure to Target - Creating a Current Value Stream Map |
| Target Operating Models and Organizational Design | 15% | - Conway's Law - DevOps Target Operating Model Design Principles - Desired Outcomes of DevOps |
| Maintaining Energy and Momentum | 15% | - The DevOps Business Case - Culture and Climate - A High-Trust Culture |
| Measure to Improve | 5% | - Creating a Future Value Stream Map - The Improvement Kata and Experiments |
| DevOps and Transformational Leadership | 15% | - Transformational Leadership - Current Definitions of DevOps - Benefits of DevOps |
| Articulating and Socializing Vision | 15% | - Empowering People - Organizational Change in Large Enterprises - Broadcasting Outside of Your Organization |
| Becoming a DevOps Organization | 17.5% | - How DevOps Differs - Building Safety In - DevOps Kaizen |
| Unlearning Behaviors | 12.5% | - Psychological Safety and Neuroscience - Governance, Risk and Compliance (GRC) and DevOps - Mindset, Mental Models and Cognitive Bias |
>> DevOps-Leader Valid Exam Duration <<
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NEW QUESTION # 31
How is traditional IT organized?
Answer: A
Explanation:
The correct answer is C because traditional IT is typically organized by function. Common examples include separate departments for development, testing, infrastructure, security, service desk, operations, architecture, change management, and release management. Each function has its own management structure, priorities, metrics, queues, and operating rhythm. This design can create specialization, but it often introduces delays, fragmented ownership, and handoffs across the delivery lifecycle.
DevOps challenges this model by focusing on end-to-end value streams and cross-functional ownership.
Instead of optimizing individual departments, DevOps seeks to optimize the whole system of work. Cross- functional cells or squads are therefore more consistent with a DevOps operating model than a traditional IT structure. Similarly, being optimized for flow and having fewer handoffs are DevOps characteristics because they support faster feedback, smaller batches, clearer accountability, and improved reliability.
Functional organization is a central reason traditional IT often struggles with slow delivery and operational instability. Work must pass between teams, creating queues, misalignment, and limited shared accountability for outcomes. Relevant study guide references: Target Operating Models and Organizational Designs; Becoming a DevOps Organization; Measuring to Improve.
NEW QUESTION # 32
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: C
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 # 33
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 # 34
What is the key metric for DevOps teams over traditional IT teams?
Answer: C
Explanation:
The key metric for DevOps teams is flow. Traditional IT management often emphasizes cost control, resource utilization, capacity, and individual productivity. While those measures can be useful, they frequently optimize local activity rather than end-to-end value delivery. DevOps instead focuses on how work flows from idea to customer outcome: how quickly, safely, and predictably value moves through the system.
Flow-oriented measurement helps leaders identify constraints, queues, handoffs, rework, excessive work in progress, long lead times, failed changes, and feedback delays. This is critical because a team may appear fully utilized and productive while customers still experience slow delivery and unstable services. DevOps teams therefore measure outcomes and system performance rather than only internal effort. Common flow- related measures include lead time, deployment frequency, change failure rate, mean time to restore service, throughput, work in progress, and wait time.
Cost and capacity are not irrelevant, but when they become the dominant measures, they can encourage silo optimization and high utilization at the expense of speed and resilience. Productivity is also difficult to interpret unless connected to value. Relevant study guide references: Measuring to Improve, Measuring to Learn, Becoming a DevOps Organization, and Target Operating Models and Organizational Designs.
NEW QUESTION # 35
In the Power of TED, The Empowerment Dynamic, what role does the victim from the Karpman Drama Triangle become?
Answer: B
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 # 36
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