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| Section | Objectives |
|---|---|
| Topic 1: Measuring to Learn | - Metrics and feedback loops
|
| Topic 2: Articulating and Socializing Vision | - Communicating transformation strategy
|
| Topic 3: Unlearning Behaviors | - Psychological safety and cognitive bias
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| Topic 4: Maintaining Energy and Momentum | - Sustaining DevOps transformation
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| Topic 5: Measuring to Improve | - Continuous improvement metrics
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| Topic 6: Target Operating Models and Organizational Design | - Designing DevOps organizations
|
| Topic 7: Becoming a DevOps Organization | - Organizational transformation
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| Topic 8: DevOps and Transformational Leadership | - Leadership principles for DevOps transformation
|
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NEW QUESTION # 12
According to Conway's Law, organizations tend to design systems that are copies of
Answer: A
Explanation:
The correct answer is C. Conway's Law states that organizations design systems that mirror their communication structures. In DevOps leadership, this principle is critical because system architecture is strongly influenced by organizational design. If teams are structured in silos, with separate development, testing, operations, security, and release functions, the technology often reflects those boundaries through handoffs, dependencies, integration delays, and fragmented ownership.
A DevOps organization attempts to reduce this friction by designing teams around products, services, or value streams. When cross-functional teams own delivery and operation end to end, the resulting systems are more likely to support fast flow, clearer accountability, and faster feedback. Conway's Law therefore explains why simply adopting tools or automation is insufficient if the underlying communication and team structures remain unchanged.
Previously designed systems, team diversity, and industry best practices may influence design choices, but they are not the central point of Conway's Law. The main leadership lesson is that organizational structure shapes technical outcomes. Relevant study guide references: Target Operating Models and Organizational Designs; Becoming a DevOps Organization; Measuring to Improve.
NEW QUESTION # 13
When you are putting the customer upfront and center, what shouldn't you do?
Answer: C
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 # 14
What is one of Kotter's principles of a Dual Operating System?
Answer: A
Explanation:
The correct answer is D. Kotter's Dual Operating System emphasizes the need to run transformation through a second, more agile network alongside the traditional hierarchy. One of its principles is a "get-to" mindset rather than a "have-to" mindset. This means people participate because they are emotionally and intellectually committed to the opportunity, not simply because management has mandated compliance.
This is highly relevant to DevOps leadership because sustainable change cannot be achieved only through policy, structure, or tool adoption. Teams must understand the purpose of the transformation and feel motivated to contribute to better flow, faster feedback, improved resilience, and customer value. A "get-to" mindset creates voluntary energy, ownership, and momentum.
The other options are incorrect. Kotter does not advocate more management or simply enhancing hierarchy.
Nor is transformation only "head driven"; successful change engages both head and heart. Relevant study guide references: Maintaining Energy and Momentum; DevOps and Transformational Leadership; Articulating and Socializing Vision.
NEW QUESTION # 15
What is a mirror metric for % Rework in the context of Value Stream Mapping?
Answer: A
Explanation:
The correct answer is B because "% Complete and Accurate" is effectively the mirror metric of "% Rework." In value stream mapping, teams need to understand not only how long work takes, but also the quality of the work as it moves between steps. If work arrives incomplete, incorrect, unclear, or unusable, downstream teams must spend time clarifying, correcting, or repeating work. That creates rework, delays, queues, frustration, and reduced flow efficiency.
"% Complete and Accurate" measures the proportion of work that can proceed without needing correction or additional information. A higher complete-and-accurate percentage indicates better upstream quality and smoother flow. Conversely, a high rework percentage indicates that defects, missing information, poor requirements, weak handoffs, or inadequate validation are causing work to loop backward through the system.
The other options are not the correct mirror metric. Unplanned work and planned work describe work-type allocation, not quality of transfer. Repeated work is similar in meaning to rework, but it is not the recognized inverse measurement. Relevant study guide references: Measuring to Improve; Value Stream Mapping; Measuring to Learn; Becoming a DevOps Organization.
NEW QUESTION # 16
When thinking of the dimensions of transformational leadership, which of the following is how we would expect a transformational leader to behave?
Answer: B
Explanation:
A transformational leader is expected to orient people around a compelling shared vision and inspire them to move beyond narrow local interests, habits, or individual preferences. In a DevOps context, this is essential because transformation requires people to change long-established behaviors, cross functional boundaries, challenge legacy processes, and focus on outcomes that matter to the whole organization. Option D is the strongest answer because transformational leadership is associated with vision, purpose, inspiration, role modelling, and mobilizing people toward a future state.
Option A may appear positive, but it is closer to a transactional or contingent-reward behavior: recognition is given in response to specific performance. That can be useful, but it is not the defining behavior of transformational leadership. Option B is incorrect because accepting the status quo conflicts with transformation, continuous learning, and improvement. Option C is also incorrect because blame and humiliation damage psychological safety, reduce learning, and discourage transparency.
The DOL leadership theme emphasizes that DevOps change requires leaders who can articulate vision, challenge existing assumptions, build trust, and energize people through change. Relevant study guide references: DevOps and Transformational Leadership, Articulating and Socializing Vision, Unlearning Behaviors, and Maintaining Energy and Momentum.
NEW QUESTION # 17
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