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| Section | Objectives |
|---|---|
| DevOps and Transformational Leadership | - Leadership principles for DevOps transformation
|
| Articulating and Socializing Vision | - Communicating transformation strategy
|
| Measuring to Improve | - Continuous improvement metrics
|
| Target Operating Models and Organizational Design | - Designing DevOps organizations
|
| Unlearning Behaviors | - Psychological safety and cognitive bias
|
| Becoming a DevOps Organization | - Organizational transformation
|
| Maintaining Energy and Momentum | - Sustaining DevOps transformation
|
| Measuring to Learn | - Metrics and feedback loops
|
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NEW QUESTION # 11
What is a benefit of a squad model?
Answer: C
Explanation:
The correct answer is D because the squad model can both provide an effective way to scale DevOps teams and reduce the management overhead associated with silo-based structures. Squads are small, dedicated, cross- functional teams aligned to a product, service, customer journey, or value stream. They bring together the skills needed to build, test, release, operate, and improve services with fewer handoffs and less dependency on separate functional departments.
This model supports DevOps scaling because multiple squads can operate with clear ownership while coordinating through chapters, guilds, tribes, or other lightweight structures. It also reduces the overhead created by traditional silos, where work must be passed between separate teams with different priorities, queues, managers, and measures. By increasing autonomy and end-to-end accountability, squads improve flow and feedback.
Option B is incorrect because centralized control of planning is not the primary benefit of squads. In fact, DevOps-aligned squad models usually favor decentralized decision-making within aligned strategic boundaries. The goal is not uncontrolled independence, but fast local decision-making connected to shared purpose and outcomes. Relevant study guide references: Target Operating Models and Organizational Designs; Becoming a DevOps Organization; Measuring to Improve.
NEW QUESTION # 12
Which is NOT a characteristic of a DevOps culture?
Answer: C
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 # 13
Which of the following describes a characteristic of a traditional IT organization rather than a DevOps organization?
Answer: C
Explanation:
The correct answer is C because traditional IT organizations commonly measure performance through cost control, resource utilization, capacity management, budget adherence, and departmental efficiency. These measures are not inherently useless, but they often encourage local optimization rather than end-to-end value delivery. A team may appear efficient because it is fully utilized or operating within budget, while the overall system still suffers from long lead times, excessive queues, poor feedback, and unstable releases.
A DevOps organization shifts emphasis toward flow, value, outcomes, learning, and resilience. Measuring on flow means examining how work moves from concept to customer value, including constraints, delays, handoffs, change failure, and recovery. Defining done as "value outcome realized" is also DevOps-aligned because it connects work completion to customer or business impact, not just task completion. Decentralized and continuous scheduling further reflects DevOps delivery patterns where teams release smaller changes more frequently.
Therefore, cost and capacity measurement is the characteristic most associated with traditional IT. Relevant study guide references: Target Operating Models and Organizational Designs; Measuring to Improve; Becoming a DevOps Organization.
NEW QUESTION # 14
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 # 15
What is the key metric for DevOps teams over traditional IT teams?
Answer: A
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 # 16
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