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| Section | Objectives |
|---|---|
| Topic 1: Becoming a DevOps Organization | - Organizational transformation
|
| Topic 2: DevOps and Transformational Leadership | - Leadership principles for DevOps transformation
|
| Topic 3: Unlearning Behaviors | - Psychological safety and cognitive bias
|
| Topic 4: Measuring to Improve | - Continuous improvement metrics
|
| Topic 5: Target Operating Models and Organizational Design | - Designing DevOps organizations
|
| Topic 6: Measuring to Learn | - Metrics and feedback loops
|
| Topic 7: Articulating and Socializing Vision | - Communicating transformation strategy
|
| Topic 8: Maintaining Energy and Momentum | - Sustaining DevOps transformation
|
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NEW QUESTION # 16
You are looking at the end-to-end value stream for the way a retail organization delivers a small enhancement to their ecommerce website. You find that the development teams involved are working in two week sprints but that the release team has a quarterly schedule.
How BEST can you describe to the teams involved what it is they need to consider?
Answer: C
Explanation:
The correct answer is B because the scenario exposes a cadence mismatch across the value stream.
Development teams are producing increments every two weeks, but the release function operates quarterly.
This means the overall system cannot deliver value at the speed of the development sprint. Work accumulates, feedback is delayed, batch sizes grow, release risk increases, and the organization loses the benefit of fast iteration.
DevOps focuses on end-to-end flow, not isolated team efficiency. A team can appear agile locally while the total value stream remains constrained by downstream scheduling, governance, testing, release, or operational practices. Working to a compatible rhythm or cadence helps align planning, development, validation, deployment, feedback, and learning. It also supports smaller batches, faster customer feedback, and reduced release risk.
Option A is too narrow because reporting does not solve the structural flow problem. Option C may be useful in some contexts, but co-location is not the primary issue presented. Option D is also too absolute; automation can help, but it will not immediately resolve a misaligned operating cadence. Relevant study guide references:
Measuring to Improve, Measuring to Learn, Becoming a DevOps Organization, and Target Operating Models and Organizational Designs.
NEW QUESTION # 17
Which of the following describes the model of a DevOps organization?
Answer: C
Explanation:
The correct answer is B because DevOps organizations are typically designed around small, dedicated, cross- functional teams aligned to products, services, or value streams. These teams may be described as squads, product teams, or service-aligned teams depending on the organization's operating model. The key principle is that the team contains, or has direct access to, the skills needed to deliver and operate value with minimal handoffs.
Traditional silo-based models separate development, testing, security, release, infrastructure, and operations into different functional departments. This often creates queues, delays, conflicting priorities, weak ownership, and poor feedback. Highly matrixed organizations can also create divided accountability and slow decision-making. DevOps aims to reduce these structural frictions by improving ownership, collaboration, flow, and accountability for outcomes.
The organization construct does matter because structure strongly influences behavior. A DevOps operating model should make it easier for teams to build, test, release, operate, learn, and improve together. Small dedicated teams support faster feedback, clearer ownership, and better alignment to customer value. Relevant study guide references: Target Operating Models and Organizational Designs; Becoming a DevOps Organization; Measuring to Improve.
NEW QUESTION # 18
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 # 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
What does every successful DevOps transformation start with?
Answer: D
Explanation:
The correct answer is B because successful DevOps transformation begins by understanding the value stream.
DevOps is not primarily a tooling program, a developer-led takeover of operations, or an isolated grassroots movement. It is an organizational evolution focused on improving the flow of value from idea to customer outcome while increasing quality, reliability, feedback, and learning.
A value stream mapping exercise provides the shared visibility required to start that evolution intelligently. It shows how work actually moves through the organization, where delays occur, where handoffs exist, where rework is created, where approvals slow flow, and where constraints limit delivery. Without this view, organizations often automate the wrong process, reorganize around assumptions, or invest in tools that do not address the real bottleneck.
Tools may become important later, and grassroots energy can help sustain change, but neither replaces the need for a clear view of the end-to-end system. Value stream mapping creates the factual baseline for improvement and alignment. Relevant study guide references: Becoming a DevOps Organization; Measuring to Improve; Measuring to Learn; Target Operating Models and Organizational Designs.
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