SAFe-Practitioner Sample Questions Answers

Design Thinking is a methodology that helps teams solve complex problems and create innovative solutions that meet the needs and desires of the users. One of the benefits of Design Thinking is that it produces solutions that are actionable, meaning that they can be implemented and tested in the real world. Actionable solutions are based on a deep understanding of the problem, a wide range of possible ideas, and iterative prototyping and testing. Actionable solutions are also aligned with the vision, values, and goals of the organization and the stakeholders. References: What is Design Thinking?, Design thinking, explained, What is design thinking?

Test-driven development (TDD) is a practice of writing automated tests before writing the production code, and then refactoring the code to make it pass the tests. TDD helps ensure that the code is correct, maintainable, and meets the requirements. Pair programming is a practice of having two programmers work together on the same code, one as the driver who writes the code, and the other as the navigator who reviews the code and provides feedback. Pair programming helps improve the quality of the code, share knowledge, and reduce defects. Continuous Integration (CI) is a practice of integrating and testing the code frequently, usually several times a day, using automated tools. CI helps detect and fix errors early, improve collaboration, and deliver faster. References: What Is Extreme Programming (XP)? - Values, Principles, And Practices, What is Extreme Programming (XP)? | Agile Alliance, What are 3 practices of Extreme Programming? – ProfoundQa, What are three practices of Extreme Programming (XP)? (Choos - Madanswer

According to SAFe, basing decisions on economics means applying the principles of Lean-Agile budgeting and Lean portfolio management to align investments with strategic outcomes and optimize value delivery. Lead time, product cost, value, and development expense are some of the key economic variables that influence the decision-making process. These variables are used to understand the tradeoffs between different solutions, such as choosing between faster delivery, lower cost, higher quality, or more features. By using these variables, teams and leaders can evaluate the economic impact of their choices and select the best option that maximizes value and minimizes waste. References: [Basing Decisions on Economics], [Lean-Agile Budgeting], [Lean Portfolio Management], [Economic Framework], [Economic Decision Rules].

One of the Lean Thinking Principles is to make value flow without interruptions. This means that the organization should optimize the entire value stream, from the customer’s perspective, and eliminate any waste or delays that prevent the smooth and fast delivery of value. Waste can be anything that does not add value to the customer, such as defects, overproduction, waiting, inventory, transportation, motion, or overprocessing. Delays can be caused by handoffs, queues, approvals, dependencies, or variability. By making value flow without interruptions, the organization can increase customer satisfaction, reduce costs, improve quality, and accelerate time to market. References: Lean Thinking: Overview, Principles, Benefits, & Applications Explained, Lean Thinking – Lean Practice | Planview LeanKit

This statement is one of the characteristics of a high-performing Agile Team according to the Scaled Agile Framework (SAFe)1. It means that the team members are encouraged to experiment, learn, and innovate, without being afraid of making mistakes or being judged by others. The team members view failures as opportunities for improvement and celebrate the learnings from them. Team C is demonstrating this characteristic by creating a new workflow to speed up the testing process, even though it did not work out as expected. The rest of the team was excited to hear what was learned from the failed experiment, rather than blaming or criticizing the three members who worked on it. References: Agile Teams

 The ART Planning Board, also known as the Program Board, is a visualization of the PI’s feature delivery dates, feature dependencies among teams, and relevant milestones. The primary purpose of the ART Planning Board is to show dependencies between teams relating to the Feature development, so that they can be identified, managed, and resolved during PI Planning and execution. The ART Planning Board also helps align teams and stakeholders to a shared mission and vision, and provides transparency and visibility into the ART’s progress and risks. References: ART Planning Board, PI Planning, Exam Study Guide: SP (6.0) - SAFe Practitioner

 Scrum is a framework that enables teams to deliver value in complex and uncertain environments. Scrum is based on the agile manifesto, which values individuals and interactions, working software, customer collaboration, and responding to change. Scrum consists of three roles (Product Owner, Scrum Master, and Developers), five events (Sprint Planning, Daily Scrum, Sprint Review, Sprint Retrospective, and Sprint), and three artifacts (Product Backlog, Sprint Backlog, and Increment). Scrum teams work in short iterations called Sprints, where they plan, execute, and deliver a potentially releasable product increment. Scrum teams inspect and adapt their process and product continuously, using empirical feedback and data. Scrum teams are self-organized, meaning they decide how to best accomplish their work, and cross-functional, meaning they have all the skills needed to create a product increment.

According to the SAFe-for-Teams-SAFe-Practitioner-6-0 documents, a minimum viable product (MVP) is an early and minimal version of a new solution sufficient to prove or disprove an epic hypothesis1. An MVP is not a prototype, a feature, or a product. It is a learning tool that helps validate assumptions, reduce uncertainty, and increase the likelihood of building the right thing2. Therefore, the correct answer is A. A minimal version of a new product used to test a hypothesis. References: Epic - Scaled Agile Framework, What is a Minimum Viable Product (MVP)? | Agile Alliance

A guardrail in Lean Portfolio Management (LPM) is a policy or practice that helps ensure that the portfolio is aligned and funded to create and maintain the solutions needed to meet business targets. One of the guardrails in LPM is the allocation of centralized vs decentralized decisions in the enterprise. This guardrail defines the boundaries and guidelines for decision making at different levels of the organization, such as strategic, tactical, and operational. Centralized decisions are those that require alignment and agreement across multiple value streams or portfolios, such as vision, strategy, budget allocation, and governance. Decentralized decisions are those that can be made by the value streams or teams closest to the customer and the work, such as backlog prioritization, solution design, and delivery. The goal of this guardrail is to empower the teams and value streams to make fast and effective decisions, while ensuring alignment and coherence at the portfolio and enterprise levels12. References: Lean Budget Guardrails - Scaled Agile Framework, Decentralize Decision Making - Scaled Agile Framework

Relentless improvement is one of the four SAFe Core Values, which are the guiding principles that help individuals and organizations achieve Business Agility1. Relentless improvement means that everyone in the organization is committed to continuously learning, growing, and innovating, and that they embrace a culture of experimentation, feedback, and problem-solving2. By inviting every team member to work on any project they choose during the Innovation and Planning Iteration, the organization is demonstrating relentless improvement, as they are providing time and space for people to explore their creative ideas, learn new skills, and collaborate with others outside their usual teams. This can lead to better solutions, higher engagement, and faster adaptation to changing customer and market needs34. References: = 1: SAFe Core Values - Scaled Agile Framework5; 2: Relentless Improvement - Scaled Agile Framework; 3: Innovation and Planning Iteration - Scaled Agile Framework; 4: How to Implement Quality in a Lean-Agile Environment Successfully

 Continuous Exploration (CE) is one of the four aspects of the Continuous Delivery Pipeline (CDP), along with Continuous Integration (CI), Continuous Deployment (CD), and Release on Demand1. CE focuses on creating alignment on what needs to be built by applying design thinking and Lean startup principles2. CE involves generating and validating hypotheses, defining a Minimum Viable Product (MVP), and developing a vision, roadmap, and features for the solution2. CE enables the enterprise to understand the market problem or customer need and the solution required to meet that need2. References: Continuous Delivery Pipeline, Continuous Exploration

Precisely specify value by product” is one of the five key principles of Lean Thinking, as defined by James Womack and Daniel Jones in their book “Lean Thinking”. It means that value should be determined by the customer’s needs and preferences for each specific product or service, rather than by the producer’s assumptions or standards. This principle helps to eliminate waste, optimize flow, and increase customer satisfaction. References: Lean-Agile Mindset, Lean Manufacturing, What is Lean?

 The balanced Agile testing pyramid is a testing strategy that illustrates the distribution of different types of tests in a test suite. It suggests that we should have many unit tests, which are small, low-level, and automated tests that verify the functionality of individual components of the codebase. We should also have many service or integration tests, which are automated tests that verify the interaction and integration of different components or services. Finally, we should have fewer large, manual tests, such as graphical user interface tests or end-to-end tests, which verify the functionality and usability of the whole system from the user’s perspective. The balanced Agile testing pyramid helps agile teams to achieve faster feedback, higher quality, and lower maintenance costs. References: The Practical Test Pyramid, What is Testing Pyramid? How Does It Benefit Agile Teams?, Climbing the Testing Pyramid, Agile Test Pyramid, Agile Test Automation Pyramid

Lean-Agile leaders try to connect the silos of business, software, test, and quality assurance to create a culture of collaboration and shared responsibility across the value stream. By breaking down the barriers between different functions, Lean-Agile leaders enable faster feedback, shorter lead times, higher quality, and better customer satisfaction. Connecting the silos also helps to align the teams around a common vision, mission, and goals, and to foster a Lean-Agile mindset that embraces change and innovation. References: SAFe Core Values, Agile Practice Exam Flashcards, SAFe 4.6 exam prep - Improved - extended Flashcards, Stop Breaking Down Silos and Start Connecting Them

The Iteration Review is a regular SAFe Scrum event where the team inspects the iteration increment, assesses progress, and adjusts the team backlog. The purpose of the Iteration Review is to measure the team’s progress by showing working stories to the Product Owner and other stakeholders to get their feedback. The Iteration Review provides a way to gather immediate, contextual feedback from the team’s stakeholders on a regular cadence. The Iteration Review also allows the team to demonstrate their contributions, receive feedback to improve the solution, and adjust the Team Backlog based on new opportunities. References: Iteration Review, Iteration Review, What is Iteration review in SAFe® 6.0?, Iteration Review65

n: Agile development is more beneficial than waterfall development because it increases productivity and employee engagement by empowering teams to self-organize, collaborate, and deliver value in small increments. It also allows businesses to deliver value to the market more quickly by reducing the feedback cycle, adapting to changing requirements, and releasing high-quality products frequently. References: SAFe® for Teams - Know Your Role on an Agile Team, Exam Study Guide: SP (6.0) - SAFe® Practitioner, Lean-Agile Mindset, Continuous Delivery Pipeline

 This statement is one of the four values of the Agile Manifesto, which is a foundational document for the Agile movement and the SAFe framework. The value emphasizes the importance of working closely with the customers and stakeholders to deliver value and meet their needs, rather than relying on rigid and formal contracts that may not reflect the changing requirements and expectations. References: Agile Manifesto, The 4 Values and 12 Principles of the Agile Manifesto, Exam Study Guide: SP (6.0) - SAFe® Practitioner

 A high-functioning Agile Team is a cross-functional group of typically ten or fewer individuals with all the skills necessary to define, build, test, and deliver value to their customer1. Team A is not cross-functional because they depend on another team to test and deploy their work, which creates handoffs and delays in the value delivery process. A cross-functional team should be able to perform all the activities required to deliver a potentially releasable increment of value in each iteration2. Team A should collaborate with the other team to integrate their testing and deployment capabilities and form a single Agile Team that can deliver value independently. References: Agile Teams - Scaled Agile Framework, 7 Qualities of High-Performing Agile Teams | AgileConnection

= Lean Portfolio Management (LPM) is one of the seven core competencies of the Lean Enterprise that helps align strategy and execution. LPM enables enterprises to establish and communicate a set of strategic themes that provide business context for decision making and investment allocation. LPM also helps to apply Lean budgeting and guardrails to empower decentralized program execution and foster innovation. LPM also supports Agile portfolio operations and governance by providing the necessary visibility, coordination, and collaboration across the portfolio. References: = SAFe for Lean Enterprises, Lean Portfolio Management

A program event is an event that involves all the teams in an Agile Release Train (ART) and occurs at the program level. According to the SAFe for Teams SP (6.0) handbook, there are three program events: PI Planning, System Demo, and Inspect and Adapt1. Innovation and Planning (IP) is also a program event, as it is a special iteration that occurs at the end of each Program Increment (PI) and provides time for the ART to innovate, plan, and improve2. Therefore, Innovation and Planning is an example of a program event. The other options are not program events, but team events, as they occur at the team level and involve only one agile team. Scrum of scrums, Iteration review, and Daily stand-up are team events that are part of the iteration execution cycle3. References: SAFe for Teams SP (6.0) - SAFe Practitioner handbook, Innovation and Planning Iteration - Scaled Agile Framework, Iteration Execution - Scaled Agile Framework

= The Inspect and Adapt event is a significant event held at the end of each PI, where the current state of the Solution is demonstrated and evaluated. Teams then reflect and identify improvement backlog items via a structured problem-solving workshop1. The Inspect and Adapt event always starts with the PI System Demo, which is the first part of the event. The PI System Demo shows all the Features the ART has developed during the PI, and provides an opportunity for feedback from stakeholders and customers2. The PI System Demo is followed by quantitative and qualitative measurement, where the ART reviews the progress and performance of the PI, and evaluates the business value achieved3. The last part of the Inspect and Adapt event is the Retrospective and Problem Solving Workshop, where the ART identifies the root causes of the most critical issues and creates improvement backlog items4. References: = 1: Inspect and Adapt - Scaled Agile Framework1; 2: Inspect and Adapt - Scaled Agile Framework1; 3: Inspect and Adapt - Scaled Agile Framework1; 4: Inspect and Adapt - Scaled Agile Framework1

Resizing the work is one method for reducing queue length in SAFe. Queue length is the number of work items waiting to be processed in a system. Reducing queue length can improve flow, reduce cycle time, and increase throughput. Resizing the work means breaking down large work items into smaller ones that can be completed faster and with less variability. Smaller work items also reduce the risk of rework, defects, and delays. Resizing the work can be done at any level of SAFe, from portfolio epics to team stories. SAFe provides several techniques for resizing the work, such as Weighted Shortest Job First (WSJF), Minimum Marketable Features (MMFs), Minimum Viable Products (MVPs), and Spikes1. References: Principle #6 - Visualize and Limit WIP, Reduce Batch Sizes, and Manage Queue Lengths - Scaled Agile Framework

The Lean Thinking principle, “make value flow without interruptions” means identifying and eliminating any delays that prevent the smooth and fast movement of work product from step to step in a value stream. Delays are a form of waste that reduce the efficiency and effectiveness of the system, increase the lead time and cost, and lower the customer satisfaction. Delays can be caused by various factors, such as handoffs, queues, bottlenecks, rework, defects, approvals, dependencies, and variability. To make value flow without interruptions, SAFe applies the following eight flow accelerators: Visualize and limit WIP, reduce batch sizes, and manage queue lengths Implement full test automation and continuous integration Take an economic view Apply product development flow principles Understand and exploit variability Implement fast feedback and integrated learning Build quality in Base milestones on objective evaluation of working systems References: Principle #6 - Make Value Flow Without Interruptions - Scaled Agile Framework, Accelerating Flow with SAFe - Scaled Agile Framework

 User Stories are the types of work that are found within the Agile Team Backlog. User Stories are short descriptions of a small piece of functionality that provides value to a user or customer. They are written from the perspective of the user or customer and follow the format: “As a , I want , so that ”. User Stories are the primary way of expressing the requirements and features in the Agile Team Backlog. They are estimated, prioritized, and implemented by the Agile Team in Iterations. User Stories are derived from Features in the Program Backlog, as well as from the team’s local context and other stakeholders. References: Team Backlog, User Stories, Story

 A Feature is a service that fulfills a stakeholder need and delivers business value. One key component of a Feature is the benefit hypothesis, which is a statement that describes the expected outcome and value of the Feature for the end user or the business1. The benefit hypothesis helps to define the scope, priority, and acceptance criteria of the Feature, and to measure its impact and effectiveness after implementation2. The benefit hypothesis also supports the Lean UX process model, which includes a definition of the Minimum Marketable Feature (MMF), a benefit hypothesis, and acceptance criteria3. The other options are not key components of a Feature, although they may be related to it. A business plan is a document that outlines the goals, strategies, and financial projections of a business or a product, and it may include some features, but it is not a component of a Feature. Key stakeholders are the people or groups who have an interest or influence in the product or the Feature, and they may provide input or feedback, but they are not a component of a Feature. A release plan is a schedule that shows when the product or the Feature will be delivered to the customers or users, and it may depend on the Feature, but it is not a component of a Feature. References: Features and Capabilities - Scaled Agile Framework, What Are The Minimum Requirements For A Feature? SAFe, Agile - airfocus, Lean UX - Scaled Agile Framework

Iteration Planning is a key event in the SAFe framework that occurs at the beginning of each Iteration. It is a timeboxed meeting where the Agile team collaborates to plan the work for the upcoming Iteration, based on the team backlog, the Iteration goal, and the team capacity. Iteration Planning enables fast learning cycles by allowing the team to inspect and adapt their work frequently, deliver value incrementally, and respond to changing customer needs and feedback. References: Exam Study Guide: SP (6.0) - SAFe® Practitioner, Planning the Iteration, Executing the Iteration

According to the SAFe framework, an Agile Team is a cross-functional group of typically ten or fewer individuals with all the skills necessary to define, build, test, and deliver value to their customer. Agile Teams are self-organizing and self-managing and are accountable for delivering results that meet the needs and expectations of their customers and stakeholders. Agile Teams collaborate with other teams to deliver ART solutions. They contribute to the Vision and Roadmap, and participate in ART events. Agile Teams are not stand-alone units, nor are they large or phase-gated. They are agile, lean, and customer-centric1. References: Agile Teams - Scaled Agile Framework

The concept of “shift-left” means moving testing and validation activities earlier in the work cycle to get faster or continuous feedback. This helps to identify and fix defects, errors, or issues as soon as possible, reducing the cost and risk of rework and delays. Shift-left testing also supports the agile principle of delivering working software frequently and the lean principle of building quality in. By shifting testing left, teams can ensure that the solutions they deliver meet the customer needs and expectations, as well as the quality standards and compliance requirements. References: Built-In Quality, Shift Left Testing: What, Why & How To Shift Left, What Executives Should Know About Shift-Left Security, What is Shift Left Security?

In SAFe 6.0, during PI Planning, program risks are identified, categorized, and addressed in a process called the ROAM technique. ROAM stands for Resolved, Owned, Accepted, and Mitigated.

Resolved means the risk has been addressed and is no longer a concern.

Owned means someone takes responsibility for managing the risk.

Accepted means the risk is acknowledged and will be monitored.

Mitigated means steps are taken to reduce the impact or likelihood of the risk.

Thus, the correct category that addresses potential risks is Resolved (option A).

Culture is the first element of the CALMR approach to DevOps in SAFe. It refers to the shared mindset and values that support successful DevOps adoption. Culture in SAFe is influenced by the Lean-Agile principles and practices that guide the entire framework. Culture in DevOps requires customer-centricity, collaboration, trust, empowerment, learning, and feedback among all the stakeholders involved in the value stream. Culture also fosters a shift-left mentality, where operational and quality concerns are addressed early and often in the development process. Culture is the foundation for the other elements of CALMR: automation, lean flow, measurement, and recovery1. One of the aspects of culture is to establish a work environment of shared responsibility, where everyone in the value stream is accountable for the quality and security of the solution, and for the outcomes delivered to the customer2. This means breaking down the silos and barriers between development, operations, security, and other teams, and creating a culture of mutual trust and respect3. Shared responsibility also means that everyone in the value stream has the authority and autonomy to make decisions and take actions that support the delivery of value, while following the guardrails and policies established by the enterprise4. References: CALMR - Scaled Agile Framework, Culture - Scaled Agile Framework, What Is DevOps? - Scaled Agile Framework, Decentralize Decision Making - Scaled Agile Framework

= Alignment is one of the four core values of SAFe that represents the foundational beliefs that are key to SAFe’s effectiveness. Alignment helps everyone in the SAFe portfolio work toward a common direction and deliver value with speed and quality. One of the ways to create and maintain alignment in SAFe is to speak with a common language and understand your customer. Speaking with a common language means using consistent terms and definitions across the enterprise to avoid confusion and ambiguity. Understanding your customer means identifying their needs, preferences, and expectations, and delivering solutions that meet or exceed them. References: = Core Values - Scaled Agile Framework, SAFe Core Values - Scaled Agile Framework

Cadence-based synchronization in SAFe means that teams follow a common rhythm of work and coordinate their activities across different domains. One example of applying this principle is to align the start and end dates of the Iterations, which are fixed-length timeboxes for teams to deliver value. This helps teams plan and execute their work in sync with other teams on the Agile Release Train (ART) and the Solution Train, and enables them to participate in the PI Planning and other events that require cross-team collaboration. References: Principle #7 – Apply cadence, synchronize with cross-domain planning, Iteration, Exam Study Guide: SP (6.0) - SAFe® Practitioner

Release Governance is the process that guides the final approval for a release in SAFe. It involves a set of roles and responsibilities that ensure the quality, compliance, and fitness for purpose of the solution before it is released to customers. Release Governance also coordinates the timing and frequency of releases based on market demand and business needs. Release Governance is part of the Release on Demand aspect of the Continuous Delivery Pipeline, which is the fourth and last element in the four-part pipeline of Continuous Exploration, Continuous Integration, Continuous Deployment, and Release on Demand. References: Release on Demand - Scaled Agile Framework, SAFe for teams 93% Flashcards | Quizlet, Release on Demand - SAFe 4.5 Reference Guide: Scaled Agile Framework …

The PI System Demo is the first activity of the Inspect and Adapt event, which shows all the Features that the Agile Release Train (ART) has developed during the Program Increment (PI)1. It provides an opportunity for the ART to evaluate the current state of the Solution and collect feedback from the stakeholders2. The other options are not the first activity of the Inspect and Adapt event, but rather subsequent activities that follow the PI System Demo. Quantitative and qualitative measurement is the second activity, which involves reviewing the PI performance and progress metrics3. Retrospective and problem-solving workshop is the third activity, which involves identifying and prioritizing the improvement opportunities for the next PI4. Agreement on the problems to solve is a step within the retrospective and problem-solving workshop, which involves reaching a consensus on the most critical issues to address5.

The daily stand-up is a key event in SAFe that helps teams synchronize their work, identify impediments, and adjust their plans. It is a time-boxed event that should not exceed 15 minutes, as longer meetings can reduce the team’s focus and productivity. The daily stand-up is also aligned with the Lean-Agile principle of applying cadence and synchronizing with cross-domain planning, which enables teams to operate reliably and efficiently.

The PO’s best course of action is to communicate the status of the Iteration to all stakeholders, including the other teams on the Agile Release Train (ART), the Release Train Engineer (RTE), the System Architect/Engineer, the Product Management, and the Business Owners. This will help to align expectations, manage dependencies, and mitigate risks. The PO should also collaborate with the team and the stakeholders to prioritize the remaining work and identify the most valuable Stories to deliver by the end of the Iteration. The PO should not defer acceptance testing to the next Iteration, as this would violate the Definition of Done and compromise the quality of the system increment. The PO should not have an emergency Iteration Planning meeting, as this would disrupt the cadence and synchronization of the ART and waste time and resources. The PO should not stop the current Iteration and plan a new Iteration with the new knowledge, as this would also disrupt the cadence and synchronization of the ART and create confusion and uncertainty.

Differentiating business objectives are those that provide competitive differentiation and strategic advantage for the enterprise. They reflect the unique value proposition and vision of the enterprise and guide the portfolio strategy and decision-making. One example of differentiating business objectives is Strategic Themes, which are portfolio-level business objectives that connect a portfolio to the strategy of the enterprise. They are written in Objective and Key Result (OKR) format and influence the vision, budget, and backlogs for the portfolio, large solution, and program levels. They also provide business context and alignment for the agile teams and ARTs in the portfolio. References: Strategic Themes, SAFe 4.5 Reference Guide: Scaled Agile Framework for Lean Enterprises, How to use GOST + SAFe to increase your company’s agility

Emergent design and intentional architecture are two complementary approaches to designing and evolving a system’s architecture. Emergent design enables fast, local control so that teams can react appropriately to changing requirements without excessive attempts to future-proof the system. Intentional architecture provides the guidance needed to ensure that the whole system has conceptual integrity and is fit for its purpose. Balancing these two approaches is required for speed of value delivery and Solution Intent, which is the representation of the desired and actual solution behavior, including the functional and nonfunctional aspects. Solution Intent guides the development and evolution of the solution and helps align the teams and stakeholders on the vision and goals of the solution. References: Architectural Runway, Agile Architecture in SAFe, Balancing Emergent Design and Intentional Architecture in Agile Software Development

Story points are a relative measure of the effort required to implement a user story. They take into account the volume, complexity, knowledge, and uncertainty of the work. Volume refers to how much work there is, complexity refers to how hard it is, knowledge refers to what is known or unknown, and uncertainty refers to the risk or variability involved. Story points help agile teams estimate their work and plan their iterations. References: Story - Scaled Agile Framework, Story Point - Scaled Agile Framework, Understanding complexity | Range

This statement is one of the Lean budget Guardrails, which describe the policies and practices for budgeting, spending, and governance for a specific portfolio1. Continuous Business Owner engagement means that the Business Owners, who are key stakeholders for each Agile Release Train (ART), are actively involved in the planning, execution, and review of the value delivery1. They provide feedback, guidance, and approval for the PI objectives, features, and enablers, as well as participate in the Inspect and Adapt (I&A) workshop and the Program Increment (PI) system demo2. Continuous Business Owner engagement helps ensure alignment, transparency, and accountability for the value streams and ARTs1. References: Lean Budget Guardrails, Business Owners

One of the steps for setting initial velocity is to assess the team’s capacity, which is the amount of time available for the team to work on the backlog items. The team members assess their availability, acknowledging time off and other potential duties that may reduce their capacity, such as meetings, training, support, etc. The team then calculates their capacity by multiplying the number of team members by the number of hours per day by the number of days in the Iteration. The team’s capacity is used as an input for estimating the initial velocity, which is the amount of work the team can complete in an Iteration. References: Exam Study Guide: SP (6.0) - SAFe® Practitioner, Capacity Allocation, Velocity

According to the Lean-Agile Leadership competency of SAFe, management must commit to quality and take responsibility to change the system for a successful Agile transformation. This means that leaders must lead by example, learn and model the Lean-Agile mindset, values, principles, and practices, and lead the change to a new way of working. They must also empower and engage individuals and teams to reach their highest potential, and create a culture of relentless improvement and innovation1. Management cannot delegate or outsource the responsibility of leading the Agile transformation, as they are the ones who have the authority and influence to change and improve the systems that govern how work is performed2. References: 1: Lean-Agile Leadership - Scaled Agile Framework2: What Must Management Do for a Successful Agile Transformation?

The confidence vote is a measure of the teams’ and ARTs’ belief in their ability to deliver the established PI objectives. It is conducted at the end of the PI planning event, after the teams have presented their plans and identified the risks. Each person votes using their fingers (fist of five) or a digital tool for remote events. The scale is as follows:

5: I am confident we can meet or exceed our objectives

4: I am confident we can meet our objectives

3: I think we can meet our objectives, but I have some concerns

2: I doubt we can meet our objectives, and I have major concerns

1: I am sure we cannot meet our objectives

The purpose of the confidence vote is to surface any issues or impediments that might prevent the teams from achieving their goals. It also helps to align the expectations of the stakeholders and the teams. If the average vote is below 3, the teams and the ARTs need to revisit their plans and address the root causes of the low confidence. The confidence vote is repeated until the average vote is 3 or higher, or until the timebox expires. References: PI Planning - Scaled Agile Framework, Confidence Vote - Scaled Agile Framework, Confidence Vote in PI Planning: Role and Benefits - Dee Project Manager

= The Agile Team responsibility that is associated with the Iteration Retrospective is “Improve relentlessly”. This responsibility reflects the SAFe Core Value of Relentless Improvement, which means that the team continuously reflects on their practices, identifies improvement opportunities, and implements them in the next iteration. The Iteration Retrospective is a regular event where the team members discuss the results of the iteration, review their practices, and identify ways to improve. The team uses various techniques to collect feedback, perform root cause analysis, and prioritize improvement actions. The improvement actions are added to the Team Backlog and reviewed in the next Iteration Planning event. References: = Relentless Improvement - Scaled Agile Framework, Iteration Retrospective - Scaled Agile Framework1

= Deliver value is one of the six Agile Team responsibilities in SAFe, along with aligning to a common mission, applying systems thinking, building incrementally with fast feedback, collaborating and making decisions together, and improving relentlessly. While delivering value is essential for Agile Teams, it should not come at the expense of other responsibilities, especially improving relentlessly. By skipping the retrospective events, Team B is missing an opportunity to reflect on their practices, identify what is working well and what is not, and plan actions to improve their performance and quality. Retrospectives are a key mechanism for implementing the SAFe Core Value of Relentless Improvement and the SAFe Principle #12 - Assume variability; preserve options. References: = Agile Teams - Scaled Agile Framework, Core Values - Scaled Agile Framework, SAFe Principles - Scaled Agile Framework, Exam Study Guide: SP (6.0) - SAFe® Practitioner

= The four core values of SAFe are alignment, built-in quality, transparency, and program execution. They represent the fundamental beliefs that are key to SAFe’s effectiveness and guide the behaviors and actions of everyone participating in a SAFe portfolio. Alignment ensures that everyone is working toward a common direction and strategy. Built-in quality ensures that every element of the solution meets the appropriate quality standards. Transparency fosters trust and collaboration among all stakeholders and enables fast and effective decision making. Program execution ensures that the value is delivered to the customers in the shortest sustainable lead time. References: = Core Values - Scaled Agile Framework, Scaled Agile Framework: Understand SAFe and Its 4 Core Values

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The role of the Scrum Master in SAFe is to act as a servant leader who helps teams self-organize, self-manage, and deliver using effective Agile practices. The Scrum Master educates the team on various frameworks and methods, including Scrum, Kanban, Extreme Programming, and SAFe, ensuring that the agreed-upon Agile process is followed. The Scrum Master also helps remove impediments, facilitates team and program events, coaches the team and stakeholders on how to apply the SAFe principles and values, and fosters an environment of continuous improvement and high performance. References: Scrum Master - Scaled Agile Framework, SAFe Scrum Master Roles and Responsibilities - KnowledgeHut

 Story Mapping is a design-thinking technique that helps break down Features while considering the end-to-end user flow. It is a collaborative practice that visually maps the user journey and the activities that the user performs to reach a desired outcome. Story Mapping helps teams understand the user needs, prioritize the backlog, and plan the iterations and PIs. References: Story Mapping, Story, Exam Study Guide: SP (6.0) - SAFe® Practitioner

Objectives and key results (OKRs) are a framework for defining and tracking measurable goals and outcomes. OKRs consist of an objective, which is a concise, qualitative, and inspirational statement of what is to be achieved, and one or more key results, which are specific, quantitative, and time-bound measures of progress toward the objective. OKRs help align teams and individuals around a common vision, focus on the most important outcomes, and foster a culture of feedback and learning. In SAFe, OKRs are used at the portfolio, solution, and program levels to communicate and evaluate strategic intent and business value delivery12. References: Objectives and Key Results - Scaled Agile Framework, OKRs: A Simple Way to Set and Achieve Your Goals.

Lean Portfolio Management, Agile Product Delivery, and Lean-Agile Leadership are three of the seven SAFe Core Competencies. These competencies are essential to achieving Business Agility, which is the ability to compete and thrive in the digital age by quickly responding to market changes and emerging opportunities with innovative business solutions1. The SAFe Core Competencies are as follows2:

Lean-Agile Leadership: Inspires, empowers, and coaches the people who design, build, and support the world’s solutions

Team and Technical Agility: Drives high-quality, innovative solutions that delight customers and operate reliably

Agile Product Delivery: Builds solutions that customers love, delivered with high frequency and quality

Enterprise Solution Delivery: Builds and evolves the world’s largest and most sophisticated software, hardware, cyber-physical, and systems-of-systems solutions

Lean Portfolio Management: Aligns strategy and execution by applying Lean and systems thinking approaches to strategy and investment funding, Agile portfolio operations, and governance

Organizational Agility: Adapts quickly to changing market conditions and customer needs by reconfiguring strategy, structure, processes, people, and technology toward value-creating and value-preserving opportunities

Continuous Learning Culture: Improves the competency and skills of individuals and teams, fosters a culture of innovation, and creates organizational resiliency References: 1: Business Agility - Scaled Agile Framework2: Core Competencies - Scaled Agile Framework

 An Agile Team collects the Iteration Metrics they have agreed upon during the quantitative part of the team retrospective. This is the part where the team assesses whether they met the Iteration Goals using a binary (yes or no) measure, and reviews the metrics that provide visibility and insight into the team’s performance and process improvement. Examples of Iteration Metrics include flow metrics, such as flow velocity, load and distribution, defects addressed, and automated test coverage. The team uses these metrics to identify trends, patterns, and areas for improvement, and to inform their qualitative feedback and improvement stories. References: Iteration Retrospective - Scaled Agile Framework, Metrics - Scaled Agile Framework

According to SAFe, a SAFe Portfolio is a set of value streams that delivers a continuous flow of valuable solutions to customers within a common funding and governance model. A SAFe portfolio aligns strategy to execution via a collection of Development Value Streams (DVS). Each DVS develops one or more Solutions necessary for the portfolio to accomplish its business mission and vision, operating under a shared governance model1. A DVS is a long-lived series of steps that an organization uses to deliver value to a customer or stakeholder2. A DVS can be internal or external, and it can span multiple ARTs and suppliers3. A DVS is not the same as a functional team, a solution, or a business unit, which are different ways of organizing work, products, or organizational structures. References: Portfolio - Scaled Agile Framework, Development Value Stream - Scaled Agile Framework, Value Stream - Scaled Agile Framework.

 The Product Owner (PO) in the team is responsible for managing and prioritizing the Team Backlog, which is the single source of truth for the upcoming features of the system1. The PO works with the Product Manager, who owns the Vision and the Roadmap, to define and sequence the features in the Program Backlog2. The PO also collaborates with other POs in the Agile Release Train (ART) to manage dependencies and ensure alignment across teams3. The PO maintains and prioritizes the Team Backlog, which contains user stories, enablers, and other backlog items that the team needs to implement to deliver value to the customer4. The PO also participates in the backlog refinement sessions, where the team defines, discusses, estimates, and establishes acceptance criteria for the backlog items. References: Team Backlog - Scaled Agile Framework, Product Owner - Scaled Agile Framework, Program Backlog - Scaled Agile Framework, Story - Scaled Agile Framework, [Backlog Refinement - Scaled Agile Framework]

The final agenda item of PI Planning is the Planning Retrospective. This is where the ART reflects on the PI Planning event itself and identifies improvements for the next planning session.

The SAFe 6.0 guidance states:

“The PI Planning event ends with a retrospective. Teams and stakeholders reflect on the process, identify improvements, and create actionable items for the next PI Planning.”

This ensures continuous improvement of the PI Planning process itself.

Surfacing risks (A), reviewing the final plan (B), and assigning Business Value (D) all happen earlier in the PI Planning agenda.

The retrospective is always the final step before closing the PI Planning event.

The Portfolio Canvas is a tool that defines the current state of the portfolio, as well as the future state vision, using the Business Model Canvas template1. It describes the development value streams, the solutions they deliver, the customers they serve, the budget allocated to each value stream, and other vital activities and events required to achieve the portfolio vision2. The Portfolio Canvas is used to capture and analyze the current state of the portfolio, as well as to generate and evaluate multiple future state scenarios, based on the SWOT and TOWS analysis2. The Portfolio Canvas provides input for defining the future state vision and the portfolio backlog2. References: Business Model Canvas, Portfolio Vision

The Continuous Delivery Pipeline enables ongoing learning by providing fast and frequent feedback loops throughout the value delivery process. The pipeline consists of four aspects: Continuous Exploration, Continuous Integration, Continuous Deployment, and Release on Demand, each of which supports the validation of assumptions, hypotheses, and outcomes. By applying the Lean Startup cycle of Build-Measure-Learn, the pipeline allows the organization to test and learn from the market, the customers, and the users, and to adapt and improve the solutions accordingly. The pipeline also fosters a culture of innovation and experimentation, where teams can explore new ideas and opportunities, and learn from failures and mistakes. References: Continuous Delivery Pipeline - Scaled Agile Framework, Build-Measure-Learn - Scaled Agile Framework

Flow efficiency is the ratio of the total time spent in value-added work activities divided by the total flow time. Flow time is the time it takes for a work item to move from the start to the end of the process. Value-added work activities are those that directly contribute to the customer value or the quality of the product. Non-value-added work activities are those that do not add value to the customer or the product, such as waiting, rework, or handoffs. Flow efficiency measures how well the organization is minimizing the non-value-added work and maximizing the value-added work. The formula to calculate flow efficiency is:

Flow efficiency=Flow timeTotal active time​×100%

A higher flow efficiency indicates a more streamlined and effective process, while a lower flow efficiency indicates a more wasteful and inefficient process. Flow efficiency can be used to identify and eliminate the sources of waste and improve the flow of value to the customer1234. References: Flow Efficiency - Scaled Agile Framework, Flow Efficiency: A great metric you probably aren’t using, Flow Efficiency: A Great Metric You Probably Aren’t Using - Nimblework, Flow Efficiency: A Kanban Metric Introduction - Everyday Kanban

= Decoupling deployment from release means having the ability to deploy changes to a system without having to make a new release of the system. This can be a valuable capability when making changes to a system that is in production and needs to be rolled back quickly if there are problems. It also allows releasing functionality on demand to meet business needs, which is one of the aspects of the Continuous Delivery Pipeline in SAFe. By decoupling deployment from release, enterprises can achieve faster feedback, higher frequency, and greater safety in delivering value to customers. References: = Release on Demand, DevOps: Why Is It Important to Decouple Deployment From Release?, Why Is It Important to Decouple Deployment from Release?, What a Lovely Decouple: Why Decoupling Deploy from Release Is a Game Changer

Reducing the batch sizes of work is critical to improving flow, as it enables faster delivery of value, lower risk, higher quality, and better feedback1. Batch size is the amount of work that moves as a unit through the value stream2. Smaller batches reduce the cycle time, the total time from the beginning to the end of the process to provide value to a customer3. Smaller batches also reduce the variability and uncertainty in the system, leading to less waste and rework2. SAFe provides several practices to reduce the batch sizes of work, such as using User Stories, Features, and Minimum Viable Products (MVPs) as units of work, applying Continuous Integration (CI) and Continuous Delivery (CD) pipelines, and limiting Work in Process (WIP)1. References: Accelerating Flow with SAFe, Make Value Flow without Interruptions, Optimize Flow

Value is the first and most important pillar in the House of Lean, which is a model that guides the Lean-Agile transformation and culture. Value means delivering the maximum benefit to the customer in the shortest sustainable lead time, while providing the best quality and lowest cost possible1. Value is the ultimate goal of the House of Lean, and it is achieved by applying the other pillars: innovation, relentless improvement, leadership, and respect for people and culture2. Value is also the foundation of the Lean-Agile mindset, which is the way of thinking and acting that enables Business Agility3. Value focuses on the customer as the consumer of the work, and requires understanding and meeting their needs, expectations, and desires4. References: = 1: SAFe Core Values - Scaled Agile Framework1; 2: The SAFe House of Lean model: short and sweet - Echometer2; 3: Lean-Agile Mindset - Scaled Agile Framework3; 4: Exploring Which Pillar in the House of Lean Focuses on the Customer4

The Iteration Review is a cadence-based event, where each team inspects the increment at the end of every Iteration to assess progress, and then adjusts its backlog for the next iteration. During the Iteration review, each Agile Team measures and then demonstrates its progress by showing working stories to the Product Owner and other stakeholders to get their feedback1. The Iteration Review provides two views into the program: how the team is doing on the Program Increment and how the team did on the Iteration. The first view shows how the team is progressing toward its Team Program Increment (PI) Objectives, which are the measurable outcomes that the team intends to achieve in a PI2. The second view shows how the team performed in the current Iteration, based on the Iteration Goals and the completed stories1. The other options are not views that the Iteration Review provides into the program, but rather aspects of the team culture or behavior that may be influenced by other events or practices in SAFe. References: Iteration Review - Scaled Agile Framework, Team PI Objectives - Scaled Agile Framework

According to the SAFe for Teams SP (6.0) - SAFe Practitioner handbook and study guide, a decrease in variability leads to an increase in predictability. Variability is the degree of uncertainty or variation in the outcomes of a process or a system. High variability means that the outcomes are more likely to deviate from the expected or desired results, which makes them harder to plan and control. Low variability means that the outcomes are more consistent and closer to the expected or desired results, which makes them easier to plan and control. Predictability is the ability to forecast or anticipate the outcomes of a process or a system with a high degree of confidence and accuracy. High predictability means that the outcomes are more likely to match the forecasts or expectations, which reduces the risk of failure and increases the value delivery. Low predictability means that the outcomes are more likely to differ from the forecasts or expectations, which increases the risk of failure and decreases the value delivery. Therefore, a decrease in variability leads to an increase in predictability, as the outcomes become more stable and reliable. References: Exam Study Guide: SP (6.0) - SAFe® Practitioner, SAFe® for Teams - Know Your Role on an Agile Team, Assume variability; preserve options - Scaled Agile Framework

 The “C” in the CALMR approach to DevOps represents culture. Culture is the first element of the CALMR mindset, which guides the ART toward achieving continuous value delivery by enhancing culture, automation, lean flow, measurement, and recovery1. Culture refers to the shared values, beliefs, and behaviors that support collaboration, communication, and continuous improvement among the development, operations, security, and other teams involved in the value stream2. Culture also includes respecting and empowering the people and teams, fostering a learning and growth mindset, and creating a customer-centric focus3. Culture is the foundation of DevOps, as it enables the alignment and integration of the technical and organizational aspects of DevOps4. The other options are not what the “C” stands for in the CALMR approach to DevOps, although they are related to other elements of the mindset. Completion is not a specific term in the CALMR approach, but it could be associated with measurement, which tracks the progress and outcomes of the value delivery. Cycle-time is a metric that measures the time it takes to deliver value from idea to production, and it is influenced by lean flow, which optimizes the value stream and eliminates waste. Continuous integration is a technical practice that involves merging code changes frequently and automatically testing them, and it is part of automation, which reduces manual work and errors and accelerates feedback loops. References: CALMR - Scaled Agile Framework, The CALMR Approach to DevOps [Complete Guide] - KnowledgeHut, Core Values - Scaled Agile Framework, CALMS DevOps : Defining 5 DevOps Principles | Cprime

System Demo is a critical event that provides stakeholders an integrated view of the new features delivered by the Agile Release Train (ART) over the past iteration. It offers the ART a fact-based measure of current, system-level progress within the Program Increment (PI). It also enables fast feedback and learning cycles, which help the ART build the right solution and improve quality. The System Demo takes place as close to the end of the iteration as possible, ideally the next day. It requires implementing the scalable engineering practices necessary to support Continuous Integration across the ART12. References: System Demo - Scaled Agile Framework, Sample Test: SAFe® Practitioner - scaledagile.com

 The Continuous Delivery Pipeline represents the workflow, activities, and automation needed to deliver new functionality more frequently. It consists of four elements: Continuous Exploration, Continuous Integration, Continuous Deployment, and Release on Demand. The pipeline enables faster value delivery, higher quality, and lower risk. References: Exam Study Guide: SP (6.0) - SAFe® Practitioner, Continuous Delivery Pipeline, Lesson 4: Deliver Value

Iteration planning, Iteration review, and backlog refinement are examples of team events, which are events that occur within the Agile team to plan, execute, and improve their work. Team events are aligned with the Iteration cadence, which is typically two weeks. Team events include:

Iteration planning: A meeting where the team reviews the team backlog, estimates the stories, and commits to the Iteration goals

Daily stand-up: A 15-minute meeting where the team members synchronize their work, share their progress, and identify any impediments or dependencies

Backlog refinement: An ongoing activity where the team and the Product Owner collaborate to refine the team backlog, split features into stories, write acceptance criteria, and prioritize the work

Iteration review: A meeting where the team demonstrates the completed stories to the Product Owner and other stakeholders, and collects feedback and validation

Iteration retrospective: A meeting where the team reflects on their performance, identifies what went well and what can be improved, and agrees on action items to implement in the next Iteration

Team events are different from PI events, which are events that occur at the program level and involve all the teams and stakeholders of an Agile Release Train (ART). PI events include:

PI planning: A two-day event where the ART aligns on a common vision, mission, and goals for the upcoming Program Increment (PI), and creates a plan for delivering value

System demo: A meeting where the ART demonstrates the integrated solution to the Business Owners and other stakeholders, and collects feedback and validation

Inspect and Adapt (I&A): A one-day event where the ART reviews the PI results, identifies the strengths and weaknesses, and creates an improvement backlog for the next PI

Team events are also different from sync events, which are events that occur at the large solution level and involve multiple ARTs and Solution Trains that are working on a complex solution. Sync events include:

Solution demo: A meeting where the Solution Train demonstrates the integrated solution to the Customers and other stakeholders, and collects feedback and validation

Pre- and Post-PI planning: Meetings where the Solution Train aligns on a common vision, mission, and goals for the upcoming PI, and coordinates the dependencies and risks across the ARTs

Solution I&A: A meeting where the Solution Train reviews the PI results, identifies the strengths and weaknesses, and creates an improvement backlog for the next PI

Team events are also different from program events, which are events that occur at the portfolio level and involve the Portfolio Management and other strategic roles. Program events include:

Portfolio sync: A meeting where the Portfolio Management reviews the portfolio vision, strategy, and roadmap, and aligns the value streams and ARTs on the portfolio priorities and objectives

Lean budget guardrails: A set of policies and guidelines that govern the allocation and spending of the portfolio budget across the value streams and ARTs

Portfolio Kanban: A system that visualizes and manages the portfolio work items, such as epics and capabilities, and ensures that they are aligned with the portfolio strategy and value delivery References: Exam Study Guide: SP (6.0) - SAFe® Practitioner, Team Events, PI Events, Sync Events, [Program Events]

A cross-functional team is a group of people with different functional expertise working toward a common goal1. In SAFe, a cross-functional team has all the necessary skills to turn an idea into a working product2. This means that each team member can define, build, and test a component or Feature, without relying on external dependencies or handoffs3. This enables the team to deliver value faster, with higher quality and lower risk. References: What Are Cross Functional Teams? – Forbes Advisor, What is Cross-Functional Team in Agile? - Visual Paradigm, SAFe for Teams | SAFe Practitioner (SP) Certification, [Cross-functional teams: what are they and how to make them work]

The Product Owner is a member of the Agile team who represents the voice of the customer and stakeholders, and is responsible for defining and prioritizing the team backlog. The Product Owner works closely with the Product Management, who provides the vision and roadmap for the solution, and the Business Owners, who are the key stakeholders and value approvers. The Product Owner also collaborates with the Scrum Master, who facilitates the team’s process and helps remove impediments, and the team members, who implement the backlog items and deliver value. The Product Owner’s main responsibilities are:

To be a single voice for the customer and stakeholders, and ensure that the team understands their needs and expectations

To own and manage the team backlog, and decompose features into stories that are valuable, estimable, testable, and small

To prioritize the team backlog based on the business value, dependencies, risks, and feedback

To participate in the PI planning event, and define and communicate the team’s PI objectives and iteration goals

To accept the stories that meet the definition of done and provide feedback to the team

To attend the team and system demos, and showcase the team’s accomplishments to the stakeholders

To continuously engage with the customer and stakeholders, and incorporate their feedback into the backlog References: Exam Study Guide: SP (6.0) - SAFe® Practitioner, Product Owner

According to the SAFe-for-Teams-SAFe-Practitioner-6-0 documents, enabler stories are short descriptions of a small piece of desired functionality that support exploration, architecture, infrastructure, or compliance. Among these four types of enabler stories, exploration is the one that is used for building and evaluating prospective solutions alternatives. Exploration enabler stories support research, prototyping, and other activities needed to develop an understanding of customer needs, including the exploration of prospective solutions and evaluation of alternatives. They help validate assumptions, reduce uncertainty, and increase the likelihood of building the right thing. Therefore, the correct answer is A. Exploration. References: Enablers - Scaled Agile Framework, Story - Scaled Agile Framework, Features, Capabilities, & Enablers - Productfolio

Lean Thinking is a philosophy that aims to create value for customers by eliminating waste and unnecessary steps in company processes. One of the main sources of waste is delay, which can be caused by long lead times, large batch sizes, excessive inventory, poor quality, and lack of coordination. Reducing delays can improve customer satisfaction, increase efficiency, and lower costs. Lean Thinking is based on two pillars: respect for people and continuous improvement. Respect for people means empowering and engaging employees, customers, and stakeholders to participate in problem-solving and innovation. Continuous improvement means constantly seeking ways to improve the process and the product by applying the Plan-Do-Check-Act cycle and the scientific method. References: Lean-Agile Mindset - Scaled Agile Framework, Lean Thinking: Overview, Principles, Benefits, & Applications Explained, The Focus of Lean - Collin College, What is Lean? - Project Management Institute

 A user story is a short description of a small piece of desired functionality written from the user’s perspective and in their language. A user story has three primary components, each of which begin with the letter ‘C’: Card, Conversation, and Confirmation. The card is a written or digital note that captures the essence of the user story using the format: “As a (who), I want (what), so that (why).” The conversation is the ongoing dialogue between the team and the customer or product owner to elaborate and refine the user story details. The confirmation is the set of acceptance criteria and tests that verify the user story is done and meets the customer’s expectations12. References: What is User Story? - Visual Paradigm, The Anatomy of a User Story | Scrum Alliance | Includes Template

one way Lean-Agile leaders lead by example is by modeling SAFe’s Lean-Agile Mindset, values, principles, and practices. This means that they learn and embody the core beliefs and behaviors that enable business agility, such as respect for people and culture, flow, innovation, relentless improvement, and leadership. They also apply the SAFe principles and practices to their own work, such as organizing around value, building incrementally, applying systems thinking, and assuming variability. By doing so, they demonstrate their commitment to the transformation and inspire others to follow their lead12. References: 1: Lean-Agile Leadership - Scaled Agile Framework2: What Is One Way Lean Agile Leaders Lead By Example? - GoRetro

The goal of the SAFe House of Lean model is to deliver value to the customer and society in the shortest sustainable lead time, with the best quality and value1. The SAFe House of Lean model is based on the Toyota Production System, which aims to eliminate waste and optimize the whole system2. The SAFe House of Lean model consists of a foundation, four pillars, and a roof, which represent the core values, principles, and practices of Lean-Agile development3. The roof is the goal, which is value, and it is supported by the four pillars: respect for people and culture, flow, innovation, and relentless improvement. The foundation is Lean-Agile leadership, which enables and guides the transformation and fosters a culture of learning and growth. References: Core Values - Scaled Agile Framework, SAFe Lean-Agile Principles - Scaled Agile Framework, The SAFe House of Lean model: short and sweet - Echometer, [Lean-Agile Mindset - Scaled Agile Framework]

The Portfolio canvas is a tool that helps define the value streams, solutions, customers, budgets, and other key aspects of a SAFe portfolio. One of the inputs to the Portfolio canvas is the Enterprise Strategy, which describes the vision, mission, goals, and objectives of the organization. The Enterprise Strategy provides the context and direction for the portfolio vision, which in turn guides the identification and prioritization of portfolio epics and value streams. The Enterprise Strategy also influences the allocation of lean budgets and the alignment of strategic themes across the portfolio. References: Portfolio Vision, Portfolio SAFe, What Sections Are Included In SAFe® Portfolio Canvas?, [Exam Study Guide: SP (6.0) - SAFe Practitioner]

 Knowledge is one of the factors that affect the size of a story. It refers to what is known or unknown about the story, such as the requirements, the design, the technology, the domain, the dependencies, and the risks. The more unknowns there are, the larger the story size will be, as it will require more effort, complexity, and uncertainty to implement. Knowledge is one of the components of the story point estimation technique, which is a relative measure of the effort required to implement a story. Story points take into account the volume, complexity, knowledge, and uncertainty of the work. References: Story - Scaled Agile Framework, Story Point - Scaled Agile Framework, How to Estimate Agile Stories: Introducing Relative Sizing - LeanDog, Estimate Story - Quickscrum, Agile Estimation – Feature and Story Sizing Scales

This statement is one of the 12 principles behind the Agile Manifesto1, which guides the agile software development approach. It means that agile teams should focus on delivering the most valuable features and avoid unnecessary work that does not add value to the customer or the product. By applying simplicity, agile teams can reduce waste, increase efficiency, and improve quality. References: 12 Principles Behind the Agile Manifesto

 The purpose of the Iteration review is to measure the team’s progress by showing working stories to the Product Owner and other stakeholders and getting their feedback. The Iteration review provides a way to gather immediate, contextual feedback from the team’s stakeholders on a regular cadence. The Iteration review also allows the team to demonstrate their contributions, receive feedback to improve the solution, and adjust the Team Backlog based on new opportunities1234. References: Iteration Review - Scaled Agile Framework, Iteration Review - Scaled Agile Framework, What is Iteration review in SAFe® 6.0? - premieragile.com, Iteration Review - Scaled Agile Framework