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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Measuring to Improve | 15% | - Meaningful metrics and indicators - Value stream mapping - Avoiding measurement pitfalls |
| Topic 2: Unlearning Behaviors | 15% | - Mindset and mental models - Cognitive bias and psychological safety - Governance, risk and compliance in DevOps |
| Topic 3: Leading Cultural Change | 5% | - Empowerment and participation - Driving behavioural and cultural transformation |
| Topic 4: Target Operating Models and Organizational Design | 10% | - Conway's Law and organizational structure - Team structures and collaboration - Designing DevOps-aligned operating models |
| Topic 5: DevOps and Transformational Leadership | 15% | - Transformational leadership principles - Definitions and benefits of DevOps - Leadership frameworks for change |
| Topic 6: Articulating and Realising Value | 10% | - Investment cases and business justification - Communicating value to stakeholders - Value outcomes and benefits realization |
| Topic 7: Becoming a DevOps Organisation | 15% | - DevOps principles and adoption - Building safety and continuous improvement - Differences between DevOps and traditional IT |
| Topic 8: Measuring to Learn | 15% | - Tools and techniques for measurement - Evaluating DevOps performance - Purpose of measurement |
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NEW QUESTION # 23
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 # 24
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 # 25
Which of the following is one of the 4C's from Training from the Back of the Room?
Answer: C
Explanation:
The correct answer is D, Concrete. Training from the Back of the Room uses the 4C model: Connections, Concepts, Concrete Practice, and Conclusions. The purpose of this model is to design learning so that participants are actively engaged, connect new information to existing experience, practice the concepts, and leave with meaningful conclusions or commitments. In DevOps leadership, this matters because transformation requires learning, unlearning, and behavior change across the organization.
"Concrete" appears in the model as Concrete Practice. This is the stage where learners apply new concepts in a realistic or practical way rather than simply listening to information. For DevOps adoption, this supports experiential learning: teams do not become effective by hearing slogans about collaboration, flow, automation, or feedback; they improve by applying those ideas to real work.
Curiosity, courage, and candor are useful leadership and cultural attributes, but they are not one of the formal
4C elements in Training from the Back of the Room. Relevant study guide references: Articulating and Socializing Vision; Maintaining Energy and Momentum; Unlearning Behaviors; DevOps and Transformational Leadership.
NEW QUESTION # 26
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 # 27
What is a characteristic of a Teal organization?
Answer: C
Explanation:
The correct answer is D because Teal organizations are characterized by self-management, distributed authority, evolutionary purpose, and high levels of peer accountability. In a Teal model, people are not primarily controlled through rigid hierarchy, layers of middle management, or extensive command-and- control mechanisms. Instead, teams organize around shared purpose and are accountable to one another for achieving collective outcomes.
This idea is relevant to DevOps because high-performing DevOps organizations often require more autonomy, faster local decision-making, and stronger team ownership than traditional functional structures allow. Teams closest to the work need enough authority to improve flow, respond to feedback, resolve constraints, and deliver value safely. Peer accountability supports this because responsibility is embedded in the team rather than imposed only through managerial escalation.
Options A, B, and C describe more traditional or mechanistic organizational models. Viewing the organization as a machine, relying on multiple management layers, and using prevalent control mechanisms are inconsistent with Teal principles. DevOps leaders may not convert an entire enterprise to Teal, but the concepts help explain why autonomy, trust, and self-organization matter. Relevant study guide references:
Target Operating Models and Organizational Designs; DevOps and Transformational Leadership; Maintaining Energy and Momentum.
NEW QUESTION # 28
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