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| Section | Objectives |
|---|---|
| Topic 1: Maintaining Energy and Momentum | - Sustaining DevOps transformation
|
| Topic 2: DevOps and Transformational Leadership | - Leadership principles for DevOps transformation
|
| Topic 3: Becoming a DevOps Organization | - Organizational transformation
|
| Topic 4: Target Operating Models and Organizational Design | - Designing DevOps organizations
|
| Topic 5: Unlearning Behaviors | - Psychological safety and cognitive bias
|
| Topic 6: Measuring to Learn | - Metrics and feedback loops
|
| Topic 7: Articulating and Socializing Vision | - Communicating transformation strategy
|
| Topic 8: Measuring to Improve | - Continuous improvement metrics
|
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NEW QUESTION # 35
What is a mirror metric for % Rework in the context of Value Stream Mapping?
Answer: D
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 # 36
According to Conway's Law, organizations tend to design systems that are copies of
Answer: B
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 # 37
Other than mapping the flow of work, what does a value stream mapping exercise jump start?
Answer: C
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 # 38
Which is NOT a characteristic of a DevOps culture?
Answer: D
Explanation:
The correct answer is D because DevOps culture depends on cross-functional collaboration. DevOps emerged to reduce the friction created by separated development, operations, testing, security, release, and business functions. When collaboration is discouraged, teams revert to silos, handoffs, blame, delayed feedback, and local optimization. That is the opposite of the cultural intent of DevOps.
The other options are positive DevOps cultural characteristics. Viewing failure as a learning opportunity supports psychological safety, experimentation, incident learning, and continuous improvement. Welcoming new ideas encourages innovation and helps teams challenge legacy assumptions. Sharing risks and responsibilities creates alignment across functions and reduces the "throw it over the wall" mentality that often exists in traditional IT.
A DevOps culture does not mean absence of discipline or accountability. It means teams use transparency, shared goals, evidence, and feedback to improve the system of work. Leaders should actively encourage collaboration across product, development, operations, security, and business stakeholders so that outcomes are owned collectively. Relevant study guide references: DevOps and Transformational Leadership; Unlearning Behaviors; Becoming a DevOps Organization; Maintaining Energy and Momentum.
NEW QUESTION # 39
Thierry is a salesperson at an organization that provides trading software to banking clients. His clients are telling him they are unhappy with the rate at which changes are being made to Thierry's software. Thierry can see that the IT department is extremely busy, but seems to be struggling to deliver anything.
What will help the IT department focus on delivering what the clients need?
Answer: D
Explanation:
The correct answer is A because the core issue is not that the IT department lacks activity; it is that effort is not translating into customer-valued outcomes. DevOps leadership shifts focus from local productivity, task completion, and departmental busyness toward end-to-end value delivery. A feature is not truly "done" merely because development is complete, testing has passed, or a release has occurred. It is done when the intended customer value has been realized and validated.
In this scenario, Thierry's banking clients are dissatisfied with the rate of meaningful change. The IT department appears overloaded, but the business problem is customer responsiveness. Defining done as
"customer value outcome realized" aligns IT work with client needs, improves prioritization, and encourages teams to measure outcomes rather than outputs. This helps reveal whether work is flowing to production, whether it is usable, whether it solves the customer problem, and whether feedback is being incorporated.
A "Do Not Fail" culture would likely reduce experimentation and learning. Disseminating information is useful but insufficient. Measuring cost and capacity may support planning, but it does not by itself align work to customer value. Relevant study guide areas include Becoming a DevOps Organization, Measuring to Learn, Measuring to Improve, and Articulating and Socializing Vision.
NEW QUESTION # 40
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