RTE practice questions
Scaled Agile · RTE · 300 questions
This practice test covers the SAFe Release Train Engineer certification exam. Test your knowledge across all domains and topics outlined in the official exam guide.
This course contains the use of artificial intelligence.
About the RTE exam
- Time allowed
- 2 hours
- Questions
- 60
- Passing score
- 78%
- Format
- Web-based, closed book, no outside assistance; multiple choice, single select, timed. The exam is submitted automatically when the timer ends and unanswered questions count as incorrect
Exam details published by the vendor, checked 25 August 2026. Vendors change fees and formats without notice — confirm on the vendor's own page before you book.
Practice Quizzes
Test your knowledge with standard 20-question practice sets.
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Study specific topics at your own pace.
Exploring RTE Role and Responsibilities · 51 questions
- The open-data and civic-engagement ART still treats its RTE like a classic program manager who assigns work to named individuals. How should the RTE recast the role?
- After a failed PI, council staff ask who owns delivery on the fleet telematics ART. Which accountability belongs to the RTE?
- The city permits portal ART RTE calendar is packed with executive status PowerPoints and empty of ART Sync and System Demo. What should the RTE restore first as core role work?
- Teams on the county tax-assessment ART keep escalating organization-wide assessment-tooling blockers that no single Scrum Master can clear. What is the RTE's duty?
- Product Management asks the RTE of the municipal transit fare-system ART to write all PI Objectives for every team. How should the RTE respond?
- A new hire thinks the RTE on the public-health immunization registry ART replaces all Scrum Masters. What should a coach explain?
- Finance wants the library consortium digital-services ART RTE to own the capital budget spreadsheet line by line. Which statement best describes the RTE's core job relative to that request?
- Two weeks before PI Planning, the parks reservation and facility ART backlog is stale. What should the RTE do?
- Stakeholders praise the wastewater SCADA modernization ART RTE for keeping everyone busy. How should the RTE reframe success?
- The 911 CAD/RMS integration ART has no one tracking cross-team dependencies between ART Syncs. Which RTE responsibility is missing?
- An auditor asks what servant leadership means day to day for the school-district student-information ART RTE. Which description is accurate?
- Executives want the state DMV licensing ART RTE to personally demo every team's stories. What should the RTE do instead?
- The city housing-voucher ART considers cutting the RTE role to save cost and letting Product Managers run the train. Why is a dedicated RTE still warranted?
- During a crisis, the county elections systems ART RTE starts approving every pull request. What is the problem?
- A mayor asks for one sentence: what does the municipal utilities billing ART RTE optimize?
- The public works work-order ART RTE refuses to coach Scrum Masters because that is HR's job. What should change?
- After PI Planning, nobody follows up on ROAMed risks on the airport operations digital ART. What should the RTE ensure?
- In a heated court case-management ART dependency fight, the RTE's first instinct is to pick a winning team. What is the more effective first move?
- The fire-EMS records ART RTE cancels System Demos whenever executives are busy. What effective behavior should replace that habit?
- When metrics look bad on the social-services eligibility ART, the RTE hides the dashboard. What should the RTE do instead?
- The open-data and civic-engagement ART RTE models asking for help and admitting uncertainty in ART Sync. Why is that effective?
- A director demands the fleet telematics ART RTE publicly blame a slow team. What should the RTE do?
- The city permits portal ART RTE talks for 90 percent of every meeting. What change would make facilitation effective?
- Faced with an unclear decision on the county tax-assessment ART, the RTE clarifies who decides, how, and by when, then timeboxes the debate. Why is that effective?
- The municipal transit fare-system ART RTE skips one-on-ones with Scrum Masters because ART events fill the calendar. What practice should the RTE restore?
- Two weeks before PI Planning, Business Owners for the public-health immunization registry ART have skipped briefing prep and left capacity and value questions unanswered. What should the RTE do?
- The library consortium digital-services ART RTE publicly celebrates only on-time feature counts and never mentions quality escapes. Why is that recognition pattern ineffective?
- During remote PI Planning for the parks reservation and facility ART, two satellite sites stay silent while headquarters fills every discussion. What effective RTE behavior should the facilitator apply?
- A team on the wastewater SCADA modernization ART is stuck on a design choice and asks the RTE to pick the architecture. What effective behavior should the RTE apply?
- The 911 CAD/RMS integration ART returns a low confidence vote at the end of PI Planning. How should the RTE treat that result?
- Leadership on the school-district student-information ART asks the RTE to keep several ART-level risks off the stakeholder briefing because they are uncomfortable. What should the RTE do?
- A vendor on the state DMV licensing ART presses the RTE to skip Inspect and Adapt this PI so the team can keep coding toward a go-live date. What should the RTE do?
- Midway through PI Planning, the city housing-voucher ART RTE realizes the breakout agenda omitted shared-services timeboxes. What models respect and learning?
- Two Agile teams on the county elections systems ART deadlock over a data-contract dependency and have spent a week looping the same email thread. What should the RTE do?
- Leadership on the municipal utilities billing ART wants one annual freeze of all rate-engine changes so the year can be planned in a single big batch. How should the RTE apply Lean-Agile thinking?
- A manager on the public works work-order ART pushes one team to maximize local story velocity even though that starves the integrated release of testers and environments. What principle should the RTE apply?
- Executives demand a fixed scope, date, and cost commitment for innovative work on the airport operations digital ART. How should the RTE apply SAFe economic and variability principles?
- Teams on the court case-management ART keep work off the ART Kanban so dashboards look efficient. What should the RTE apply?
- A director orders weekend heroics on the fire-EMS records ART so a milestone can still be met, instead of fixing the known integration bottleneck. What should the RTE apply?
- During PI Planning, the social-services eligibility ART wants to skip architecture guidance to save time. What should the RTE facilitate?
- The open-data and civic-engagement ART reports success solely as output story counts. How should the RTE apply a Lean-Agile mindset?
- A siloed approval committee must sign every release on the fleet telematics ART, even for routine, reversible changes the teams already understand. Which SAFe principle should the RTE apply?
- The city permits portal ART treats Alignment as everyone saying yes to the director in the room. How should the RTE reframe the Core Value?
- After a production incident, the county tax-assessment ART runs a retrospective that names individuals to blame. What should the RTE apply?
- Finance locks the municipal transit fare-system ART to a 12-month detailed Gantt as the only operating plan. How should the RTE apply cadence and synchronization?
- Product Management on the public-health immunization registry ART wants teams to code the full registry before any feedback loop exists. What should the RTE apply?
- Leaders on the library consortium digital-services ART punish teams that put risks on the program board. What should the RTE coach?
- The parks reservation and facility ART debates whether the Lean-Agile Mindset is soft-skills fluff. How should the RTE show that it is operational?
- A vendor contract forces large, irrevocable upfront scope on the wastewater SCADA modernization ART. How should the RTE apply an economic view?
- Sponsors of the 911 CAD/RMS integration ART want to install SAFe events without changing leadership behavior. What should the RTE apply?
- During ART Sync on the school-district student-information ART, a team proposes a local Definition of Done tweak that would skip shared integration checks so stories close faster. How should the RTE apply systems thinking before agreeing?
Facilitating PI Planning · 30 questions
- Two weeks before PI Planning, the municipal utilities billing ART Program Backlog is still unrefined and unprioritized. Which preparation gap should the RTE treat as a must-fix?
- Facilities booked only a single auditorium and forgot breakout rooms and visualization boards for on-site PI Planning of the public works work-order ART. What readiness issue should the RTE raise?
- Remote airport operations digital ART PI Planning has no tested video, breakout, or collaboration tools. What should the RTE do in preparation?
- Business Owners for the court case-management ART have not seen the draft vision or business-context briefing. What should the RTE do before PI Planning?
- Holiday calendars and shared-service allocations for the fire-EMS records ART were never collected, so capacity for the next PI is unknown. What PI Planning preparation is missing?
- System Architects for the social-services eligibility ART have no enabler candidates or architecture guidance ready for the upcoming PI. What readiness gap should the RTE close?
- The open-data and civic-engagement ART RTE has published no agenda, timeboxes, or facilitator backups for PI Planning. What preparation is still required?
- Product Management arrives at fleet telematics ART PI Planning without a prioritized feature list. What content-readiness failure does this represent?
- New team members on the city permits portal ART never received role training before their first PI Planning. What should the RTE treat as a preparation item?
- Prep for the county tax-assessment ART never reviewed the previous PI's unresolved risks and unfinished objectives. What input is the RTE missing?
- Security and compliance shared services are invited for the first time on the morning of municipal transit fare-system ART PI Planning. What should the RTE have done?
- The public-health immunization registry ART has no definition of how confidence votes or ROAM will be captured. What should the RTE lock down in preparation?
- Executives scheduled a conflicting all-hands over Day 1 of library consortium digital-services ART PI Planning. What preparation action should the RTE take?
- Historical data shows the parks reservation and facility ART overcommits by about 40 percent each PI. How should the RTE use that in preparation?
- The wastewater SCADA modernization ART RTE skips the PI Planning readiness checklist because the train has run the event before. What is the sound RTE stance?
- Day 1 of PI Planning on the 911 CAD/RMS integration ART jumps straight to team breakouts with no business context or vision presentations. What facilitation element is missing?
- During breakouts, school-district student-information ART teams never update a program board or other dependency visualization. What should the RTE facilitate?
- Risks on the state DMV licensing ART are listed on a wall but never classified. What facilitation should the RTE run?
- Facilitators on the city housing-voucher ART want to skip the confidence vote to save time. What should the RTE do?
- Business Owners on the county elections systems ART never assign business value to PI Objectives. What should the RTE facilitate?
- Management review finds the municipal utilities billing ART plan unfeasible, but the RTE still closes PI Planning on time. What should the RTE have done?
- One loud stakeholder dominates Q&A during public works work-order ART PI Planning. How should the RTE facilitate?
- Teams on the airport operations digital ART write PI Objectives that are vague task lists. What should the RTE coach during facilitation?
- Day 2 of court case-management ART PI Planning starts without reconciling Day 1 dependencies or management-review adjustments. What facilitation step is missing?
- A multi-site fire-EMS records ART leaves remote stations offline during the confidence vote and risk ROAM. What should the RTE change?
- The RTE for a social-services eligibility ART opens PI Planning with a two-hour recap of last PI's burn-downs, ticket counts, and missed stories, and draft plans for the next increment never start. What should the RTE do?
- During PI Planning for an open-data and civic-engagement ART, System Architects start a three-hour monologue on every platform decision before draft-plan breakouts begin. How should the RTE facilitate?
- On a fleet telematics ART, every team writes only committed PI Objectives and refuses to identify uncommitted or stretch items, even for work they know is uncertain. What should the RTE facilitate?
- After PI Planning for a city permits portal ART, parking-lot issues captured during breakouts are left on sticky notes that get thrown away with the room reset. What close-out should the RTE ensure?
- At the end of PI Planning, a county tax-assessment ART has a stack of team PI Objectives but no ART-level PI Objectives that summarize the train's outcomes. What should the RTE facilitate next?
Supporting PI Execution · 39 questions
- Mid-PI, a state DMV licensing ART steering group asks why a team objective about one licensing workstation and an ART objective about statewide issuance flow appear interchangeable. How should the RTE distinguish them?
- A sponsor on a city housing-voucher ART asks the RTE to rewrite ART PI Objectives every week as new council requests arrive, with no re-planning. What should the RTE do?
- Mid-PI, a county elections systems ART dashboard shows only feature completion percentages, and nobody can say which PI Objectives are on track. What should the RTE emphasize?
- On a municipal utilities billing ART, Business Owners assigned planned business value during PI Planning and never looked at those scores again. What should the RTE restore during execution reviews?
- A team on a public works work-order ART silently drops a committed PI Objective mid-increment and does not mention it in any ART sync. What should the RTE expect?
- After the PI, airport operations digital ART leadership marks every missed uncommitted objective as a delivery failure and lowers the ART's predictability score. What clarification should the RTE provide?
- A court case-management ART publishes ART PI Objectives that no team has work for, and Product Management calls them direction. What should the RTE require?
- Executives ask which fire-EMS records ART PI Objectives are at risk this iteration, and the RTE has no current view because teams only discuss risk at PI Planning. What should the RTE use?
- A team on a social-services eligibility ART pads its ART-visible PI Objectives with internal chores no Business Owner valued during planning. What should the RTE coach?
- Mid-PI, an open-data and civic-engagement ART treats this iteration's team goals as a replacement for the PI Objectives agreed at planning. What distinction should the RTE reinforce?
- A fleet telematics ART has healthy team boards but no ART Kanban, so features and enablers appear only on disconnected team walls. What visualization does the RTE need?
- Dependencies on a city permits portal ART live only in long email threads, and teams miss handoffs because nobody sees the same picture. What should the RTE put in place?
- Leaders on a county tax-assessment ART keep starting new projects because work in process is invisible, so queues grow while the start rate does not slow. What should the RTE make visible first?
- A municipal transit fare-system ART board shows only a Done count for the PI, while work in analysis, build, review, and waiting-for-ops stays invisible. What visualization is missing?
- A public-health immunization registry ART bought a digital flow board, then stopped updating it after two iterations, and leaders still quote the stale columns in steering. What should the RTE insist on?
- Risks for a library consortium digital-services ART live only in a private RTE spreadsheet, so teams and Business Owners cannot see ROAM status during the PI. What should the RTE do?
- A parks reservation and facility ART can see that blockers exist but cannot tell which ones have been stuck for days versus hours. What should the flow visualization include?
- Stakeholders on a wastewater SCADA modernization ART cannot tell which features are in development, test, staging, or production, because team boards show stories rather than feature delivery state. What should the RTE add?
- A 911 CAD/RMS integration ART built a program board in PI Planning, then threw it away on Day 3 of the first iteration, and dependencies immediately went dark. What should the RTE do?
- A school-district student-information ART runs two dashboards that disagree on feature status, triggering arguments in every ART Sync. What should the RTE establish?
- The state DMV licensing ART parks all testing in a final hardening week and treats earlier iterations as code-only. What built-in quality expectation should the RTE summarize for the train?
- Teams on the city housing-voucher ART each call stories done against different bars and skip a shared Definition of Done. What basic Agile quality practice should the RTE reinforce?
- Leaders on the county elections systems ART ban pairing and peer review so developers can go faster. What quality practice should the RTE summarize?
- Regression tests on the municipal utilities billing ART are still entirely manual, and a sponsor tells the RTE to personally script the suite this weekend. What is the RTE's appropriate quality-practice stance?
- The public works work-order ART never runs architecture spikes, so integration surprises appear in the last iteration. How should the RTE connect exploration to quality?
- The airport operations digital ART treats performance, security, and availability as production-only surprises. What built-in quality concern should the RTE raise?
- Feature branches on the court case-management ART stay open for months, and merges fail just before System Demo. What quality risk should the RTE summarize?
- The fire-EMS records ART System Demo keeps exposing brittle integrations that teams had not combined until demo week. What quality discipline should the RTE reinforce?
- Security scanning for the social-services eligibility ART happens once a year, after several PIs have already shipped. What quality practice should the RTE summarize?
- Teams on the open-data and civic-engagement ART plan zero capacity for refactoring or enablers, and technical debt is growing. What quality practice should the RTE coach into the plan?
- Leaders on the fleet telematics ART plan to do DevOps by hiring one person to run all deployment tickets. What should the RTE summarize?
- The city permits portal ART starts building features without exploring applicant and reviewer needs. Which Continuous Delivery Pipeline element is the train skipping?
- Integration on the county tax-assessment ART is still a rare, fully manual event. What Continuous Integration purpose should the RTE summarize?
- The municipal transit fare-system ART can technically deploy fare changes, but leaders refuse to release because they treat deploy and go-live as the same event. What CDP distinction should the RTE clarify?
- Continuous Deployment automation is absent on the public-health immunization registry ART, so every validated change waits for a quarterly cutover. What CD purpose should the RTE summarize?
- A director tells the RTE of the library consortium digital-services ART to personally configure the CI pipelines this PI. What is the RTE's proper CDP stance?
- Value stream mapping on the parks reservation and facility ART shows work sitting idle for weeks after development is marked complete. What should the RTE treat those waits as?
- The wastewater SCADA modernization ART reports only project milestones and never tracks deployment frequency or change-failure signals. What DevOps measurement awareness should the RTE summarize?
- Product Management is excluded from Continuous Exploration on the 911 CAD/RMS integration ART, leaving engineers to guess dispatcher needs. What CDP practice should the RTE restore?
Optimizing Flow · 21 questions
- The wastewater SCADA modernization ART reports only story points completed and tells the board that number is flow. What measurement correction should the RTE make?
- Leaders ask how long CAD/RMS integration items take from start to finish on the 911 ART. Which flow measure answers that question?
- The school-district student-information ART dashboard tracks completions but ignores how much work is currently in process. Which flow metric is missing?
- Nobody on the state DMV licensing ART can say what share of flow is features versus enablers, defects, or debt. Which metric makes that mix visible?
- The city housing-voucher ART boasts high touch time while voucher items actually sit in queues for weeks. What flow measure exposes that gap?
- A mayor asks whether the county elections systems ART is delivering faster than last PI. How should the RTE answer with flow measurement?
- A municipal utilities billing ART reports that meter-reader and billing-analyst utilization sits above 95 percent, yet customer rate-change items sit unfinished for weeks. Leadership wants utilization treated as the headline flow measure. What should the RTE recommend instead?
- Blocked paving and storm-drain work orders sit on the public works work-order ART board for weeks, but nobody ages or counts them. During the ART Sync the operations director asks how those stuck items should be treated as a flow-health signal. What should the RTE do?
- Throughput of passenger-operations features collapsed on the airport operations digital ART while WIP rose sharply, and nobody connected the two charts. How should the RTE read those signals together?
- The court case-management ART dashboard stays green because it tracks portal logins, slide-deck production, and meeting attendance. Clerks still wait months for docket features. What should the RTE insist the ART measure instead?
- The fire-EMS records ART starts every records request the same morning it arrives, so analysts juggle dozens of half-finished charts and response times keep stretching. What practice should the RTE apply to optimize flow?
- Huge batches of eligibility-rule changes hit the social-services eligibility ART only once a quarter, so testers and caseworkers wait weeks and then drown. What flow practice should the RTE summarize?
- Queues in front of the open-data and civic-engagement ART test environment grow without a policy, so civic apps wait days for a slot. What should the RTE do to optimize flow?
- The fleet telematics ART bottleneck is a shared change-advisory board that meets monthly, so vehicle-safety patches wait weeks after they are ready. What should the RTE summarize as the flow move?
- Hand-offs between city permits portal ART teams multiply wait states: intake writes a ticket, zoning waits, inspections waits, then the portal team waits again. What should the RTE summarize?
- The county tax-assessment ART has no explicit policies for expedite versus standard work, so every parcel appeal is labeled urgent and the board freezes. What should the RTE establish?
- High WIP on the municipal transit fare-system ART correlates with long flow time, yet leaders keep starting fare-cap features and ignore the Little’s Law-style connection. What should the RTE make visible?
- The public-health immunization registry ART pours budget into a non-bottleneck team’s new IDE while the real constraint—state immunization-information-system reviewers—idles waiting on a monthly slot. What should the RTE apply first?
- After a metrics review, the library consortium digital-services ART leaves every policy unchanged: same WIP, same batch size, same approval chain. What should the RTE summarize?
- The RTE coaches parks reservation and facility ART teams to start a new campsite feature only when a WIP slot opens, rather than pushing every request onto the board. What flow idea is the RTE teaching?
- Four sequential sign-offs sit in the middle of the wastewater SCADA modernization ART workflow after a controller story is coded but before it can be integrated. What should the RTE summarize?
Coaching the ART · 39 questions
- The newly formed city permits portal ART is polite in every room, asks the RTE what the "usual" working agreements are, and still cannot say who speaks for architecture in ART Sync. Which group-dynamics stage is the ART showing?
- Two sprints after launch, the county tax-assessment ART erupts over who owns appeal-letter priorities and whether architects may override team estimates. Several people call the ART a failure. How should the RTE read this?
- The municipal transit fare-system ART now has explicit working agreements, ART Sync runs to a shared agenda, and teams stop relitigating the same process fights every week. Which evolution is the RTE seeing?
- The public-health immunization registry ART hits PI objectives with a stable forecast, raises disagreements in the room, and leaves with a decision instead of a parking-lot grudge. Which pattern should the RTE name?
- Mid-PI, leadership moves half the library consortium digital-services ART onto other trains. The remaining people suddenly argue about basic norms that had been settled. Why did the dynamics regress?
- ART Sync on the parks reservation and facility ART ends in ten quiet minutes of "no issues," yet reservation defects and ranger workarounds explode in the hallway afterward. What group-dynamics risk should the RTE name?
- On the multi-location wastewater SCADA modernization ART, the plant-site cohort and the downtown IT cohort hold separate huddles, vote as blocs in PI Planning, and skip mixed-team refinement. What should the RTE treat this as?
- Every Inspect and Adapt, the 911 CAD/RMS integration ART pins missed objectives on the same interface team, then leaves the ART's policies, dependencies, and test environments unchanged. What dysfunctional pattern is this?
- After a strong PI, the school-district student-information ART cancels its improvement backlog, skips the Problem-Solving Workshop "because we already won," and reuses last PI's unexamined working agreements. What should the RTE watch for?
- Two new Business Owners join the state DMV licensing ART and immediately reopen PI operating agreements the teams treated as settled. What should the RTE anticipate?
- A Scrum Master on the city housing-voucher ART asks the RTE to just tell the team what to do so they can finish the PI. What should the RTE do first?
- The county elections systems ART RTE meets 1:1 with a Scrum Master who is stuck on how to improve Coach Sync. Which structured coaching conversation pattern should the RTE use?
- On the municipal utilities billing ART, the only coaching feedback Scrum Masters receive is a vague annual review. How should the RTE change that pattern?
- Rumors say the public works work-order ART Scrum Master is running a chaotic ART Sync. What should the RTE do before coaching that facilitator?
- A team on the airport operations digital ART is stuck on a gate-display dependency and wants the RTE to solve it in the next hour. How should the RTE apply a coach-as-mirror stance?
- Coaching notes on the court case-management ART list only defects in Scrum Master facilitation and never mention what already works. What should the RTE change?
- A fire-EMS records ART Scrum Master asks for help thinking through a tense System Demo. The RTE’s reflex is to tell a long war story about past demos. When should the RTE coach versus mentor?
- 1:1 coaching on the social-services eligibility ART produces only safe, empty answers because people fear being blamed in ART Sync. What should the RTE treat as the coaching precondition?
- The RTE informally coaches Scrum Masters on the open-data and civic-engagement ART, but no coaching goals are written down and follow-through fades. What should the RTE establish?
- The fleet telematics ART RTE only coaches Scrum Masters after a missed PI Objective or a heated ART Sync. What cadence should replace that pattern?
- The city permits portal ART workshop starts with no posted purpose, agenda, or desired outcomes, and people argue about why they are in the room. What should the RTE apply first?
- A debate on valuation methods in the county tax-assessment ART working session has already consumed the agenda with no decision. What facilitation techniques should the RTE apply?
- After municipal transit fare-system ART workshops, people leave unsure whether a decision was made, who made it, or how dissent was handled. What should the RTE make explicit?
- On the public-health immunization registry ART, a few voices dominate every working session and quieter epidemiologists never speak. Which inclusive facilitation technique should the RTE use?
- The library consortium digital-services ART tries to brainstorm catalog ideas and lock a decision in the same unstructured block of time, and the room stalls. What should the RTE separate?
- In a parks reservation and facility ART working session, two groups lock into opposing positions on a booking-rule change and stop listening. How should the RTE facilitate the conflict?
- Virtual sessions for the wastewater SCADA modernization ART devolve into muted cameras and a single speaker. Which facilitation techniques should the RTE apply?
- While facilitating a 911 CAD/RMS integration ART design workshop that requires neutrality, the RTE begins arguing for a preferred vendor architecture. What should the RTE do?
- Action items from the school-district student-information ART workshops disappear by the next week, and nobody can name an owner. How should the RTE close each facilitated session?
- A large state DMV licensing ART forum is too big for a single-circle discussion, and ideas die before they reach the whole room. What large-group facilitation pattern should the RTE use?
- A city director wants a housing-voucher ART launched tomorrow, but no operational value stream has been identified. What should the RTE insist on first?
- Leaders staff the county elections systems ART with a random mix of teams that do not share a value stream or mission. What create-ART correction should the RTE recommend?
- Leaders are ready to launch the municipal utilities billing ART but have not named an RTE, Product Management, System Architect, or Business Owners. What create-ART step is missing?
- Teams on the new public works work-order ART are sent into the first PI Planning with no SAFe role or event training. What create-ART preparation should the RTE require?
- The airport operations digital ART has named teams and a date for first PI Planning, but no one has checked Feature-backlog readiness, cross-terminal collaboration tooling, or whether virtual rooms and logistics are booked. What should the RTE do before launch?
- A court case-management ART has a value stream, staffed roles, and trained teams, yet no first PI Planning event is on the court calendar. Which create-ART step is still missing?
- Fire chiefs, records clerks, and city executives are surprised when the new fire-EMS records ART starts two-week iterations and a System Demo, because nobody explained how the train would operate. Which create-ART step did the RTE skip?
- After the social-services eligibility ART's first PI Planning, the launch coach departs with no plan for who will coach teams, Scrum Masters/Team Coaches, or the RTE through later PIs. What create-ART step is still required?
- City leaders forming an open-data and civic-engagement ART list fifty names on a roster but never define which Agile teams exist, what each can deliver, or where boundaries sit. Which create-ART step is missing?
Fostering Relentless Improvement · 51 questions
- The public-health immunization registry ART wants to cancel the Innovation and Planning (IP) iteration to squeeze in more registry features. What should the RTE defend?
- Teams on the library consortium digital-services ART treat the Innovation and Planning (IP) iteration as guaranteed vacation and skip planning, learning, and Inspect and Adapt prep. What should the RTE balance?
- No innovation spikes are planned in the Innovation and Planning (IP) iteration for the parks reservation and facility ART; the calendar is only leftover campsite-bug fixes. What should the RTE include?
- Inspect and Adapt materials for the wastewater SCADA modernization ART are unprepared as the Innovation and Planning (IP) iteration begins: no quantitative charts and no PI System Demo storyline. What should the RTE tie IP prep to?
- The 911 CAD/RMS integration ART uses the Innovation and Planning (IP) iteration only for defect debt, with no learning or next-PI planning. What should the RTE broaden?
- Education and training slots are missing from the school-district student-information ART Innovation and Planning (IP) calendar. What should the RTE include?
- PI Planning prep for the next Planning Interval is left out of the state DMV licensing ART Innovation and Planning (IP) iteration. What should the RTE schedule?
- The city housing-voucher ART RTE never publishes Innovation and Planning (IP) goals, so teams invent conflicting plans—some take the full two weeks off, some start next-PI features, some ignore Inspect and Adapt. What should the RTE do?
- Hackathon ideas on the county elections systems ART never reconnect to the backlog after the Innovation and Planning (IP) iteration. What should the RTE facilitate?
- Shared services are unavailable during the municipal utilities billing ART Innovation and Planning (IP) iteration just when teams need integration learning on the meter-to-cash interface. What should the RTE plan?
- The public works work-order ART schedules Inspect and Adapt in the last hour of the Innovation and Planning iteration, leaving no time for a problem-solving workshop. What should the RTE protect?
- Airport operations leaders treat Innovation and Planning events on the digital ART as optional fluff and skip them. How should the RTE reframe those events?
- The court case-management ART has no Innovation and Planning buffer, so every late docket-integration story destroys the next PI Planning. What should the RTE explain?
- The fire-EMS records ART runs Inspect and Adapt with metrics and a retrospective but never a PI System Demo. What must the RTE require?
- At the social-services eligibility ART Inspect and Adapt, facilitators skip metrics and share only anecdotes about caseworker wait times. What should the RTE restore?
- The open-data and civic-engagement ART ends Inspect and Adapt after the PI System Demo and sends people back to their desks. What should the RTE require next?
- Root-cause analysis on the fleet telematics ART stops at a pep talk to try harder on vehicle-location delays. What should the Problem-Solving Workshop use instead?
- Improvement ideas from the city permits portal ART Inspect and Adapt stay on flip charts and never enter a backlog. What should the RTE close?
- Only managers speak at the county tax-assessment ART Inspect and Adapt while assessors and team members stay silent. Who should the RTE include?
- The municipal transit fare-system ART treats Inspect and Adapt as a blame session for missed tap-to-pay objectives. How should the RTE frame the event?
- Business Owners on the public-health immunization registry ART never compare actual business value to the plan during Inspect and Adapt. What should the quantitative review include?
- The library consortium digital-services ART skips any discussion of predictability when it reviews Inspect and Adapt metrics. What should the RTE include?
- Problem statements at the parks reservation and facility ART Inspect and Adapt stay vague, such as "communication is bad." What should the RTE coach?
- The wastewater SCADA modernization ART selects twenty improvement actions at Inspect and Adapt and finishes none. What should the RTE prefer?
- Business Owners and dispatch customers are absent from the PI System Demo portion of Inspect and Adapt on the 911 CAD/RMS integration ART. What should the RTE restore?
- The school-district student-information ART runs Inspect and Adapt only once a year, after the last PI. When should the RTE place the event?
- The state DMV licensing ART has never run a SAFe assessment or other measure-and-grow baseline. What should the RTE introduce?
- Growth actions on the city housing-voucher ART are slogans such as "be more agile" with no owners or measures. What should the RTE require?
- The county elections systems ART measures only delivery output and never competency growth. What balance should the RTE restore?
- After a measure-and-grow assessment, the municipal utilities billing ART shelves the results and continues as before. What should the RTE tie the assessment to?
- Leaders want the public works work-order ART to jump to the top assessment level next month. What should the RTE coach instead?
- The airport operations digital ART ignores team feedback channels when it measures health. What should the RTE include?
- Improvement themes for the court case-management ART never appear as capacity in PI Planning. What should the RTE reserve?
- The fire-EMS records ART compares itself only to unrelated industry blogs when deciding how to grow. What evidence should the RTE prefer?
- Coaching plans for Scrum Masters on the social-services eligibility ART are disconnected from measure-and-grow findings. What should the RTE align?
- After the open-data and civic-engagement ART posts its highest SAFe competency-assessment scores yet, the steering committee throws a celebration even though citizen wait time and dataset freshness have not moved. What should the RTE emphasize about measure-and-grow?
- Leadership forbids the fleet telematics ART from attending other trains' Inspect and Adapt reviews, and the ART repeats a fuel-data integration failure another municipal ART already solved. What should the RTE advocate?
- The city permits portal ART's measure-and-grow cadence is owned solely by Human Resources, and ART leaders skip the competency reviews because they treat them as a staffing exercise. What should the RTE do?
- One team on the county tax-assessment ART trims its own board cycle time, yet protest-letter cycle time for citizens gets longer because downstream handoffs stall. How should the RTE apply systems thinking?
- After fare-media delays, executives on the municipal transit fare-system ART want names of the testers who "held things up," even though the map shows multi-day approval handoffs required by policy. What should the RTE attribute the delays to?
- The public-health immunization registry ART debates new tools and extra testers, but nobody can show where shots-record changes actually wait. What should the RTE introduce first?
- Future-state mapping for the library consortium digital-services ART fills the wall with new platforms, yet the current-state waits for catalog approval and vendor content ingest remain untouched. What should the RTE redirect the mapping toward?
- The parks reservation and facility ART's value stream map is drawn in a conference room by the PMO using last year's slide deck; reservation clerks, rangers, and developers are not in the room. What should the RTE insist on?
- Value stream mapping on the wastewater SCADA modernization ART shows coding, build, and unit test, but skips the multi-week safety-approval and change-advisory queues that dominate calendar time. What is missing from the map?
- A local KPI on the 911 CAD/RMS integration ART pays a team for tickets closed in the integration environment, so the team pushes half-integrated work that stalls the release. What anti-pattern should the RTE call out?
- After mapping the school-district student-information ART, the wall is photographed, the workshop ends, and no improvement experiment is scheduled before the next PI. What should the RTE require next?
- Leaders on the state DMV licensing ART call systems thinking "nice philosophy" and keep raising WIP limits, adding approval gates, and paying teams for local utilization. How should the RTE make systems thinking concrete?
- On the city housing-voucher ART, keep-everyone-busy utilization is up while voucher-decision flow time is getting worse, and leaders still choose utilization as the success metric. Using a systems view, which outcome should the RTE prefer?
- The county elections systems ART taped last year's value stream map in the war room and has not revisited waits, even though a new vendor certification step doubled calendar time. How should the RTE treat the map?
- Mapping the municipal utilities billing ART shows the longest wait sitting with an external print-and-mail vendor, but the steering committee declares vendors out of scope. What should the RTE include in the system view?
- After value stream mapping, the public works work-order ART adds two analysts to an already-fast intake desk while work still piles up at the GIS constraint. Where should the RTE focus added capacity?
Organizing the ART · 24 questions
- Council sponsors want to label a 12-person court case-management group as an Agile Release Train so the city can claim SAFe at scale. What should the RTE explain about an effective ART?
- The fire-EMS records ART has four teams, but each team runs its own PI length and start date. What characteristic of an effective ART is missing?
- Teams on the social-services eligibility ART cannot finish a working increment without constant handoffs to an external waterfall group that sits outside the train. What should the RTE flag?
- The open-data and civic-engagement ART has no shared mission; each team serves a different unrelated sponsor. What should the RTE recommend to make the ART effective?
- Leadership staffs the fleet telematics ART with only developers and omits Product Management, System Architect/Engineering, and Business Owner representation. What should the RTE identify?
- The city permits portal ART plans together each PI but never integrates work or holds a System Demo. What pattern should the RTE correct?
- A city proposes virtual teams for the county tax-assessment ART with no collaboration tooling and no sync events. What should the RTE require?
- The municipal transit fare-system ART is being restaffed after every project charter instead of keeping long-lived teams. What characteristic of an effective ART should the RTE defend?
- Sponsors insist the public-health immunization registry ART skip architectural runway so features ship faster this PI. How should the RTE respond?
- The library consortium digital-services ART releases are unpredictable because work-in-process is unbounded and flow policies are unclear. What should the RTE establish?
- Two departments each claim the same people at 100 percent on different trains, including the parks reservation and facility ART. What staffing problem should the RTE raise?
- The wastewater SCADA modernization ART spans plants in two time zones and has a written plan for when PI Planning and ART syncs occur. What characteristic does this illustrate?
- On the 911 CAD/RMS integration ART, nobody can say who prioritizes the Program Backlog. Who holds that content authority?
- Business Owners on the school-district student-information ART are invited only to the final System Demo and never assign business value during PI Planning. What role responsibility is being skipped?
- A developer is titled System Architect on the state DMV licensing ART but never offers architectural guidance or runway items at PI Planning. What is missing?
- The city housing-voucher ART treats Product Owners and Product Management as the same job. How should the RTE distinguish the roles?
- Scrum Masters on the county elections systems ART believe their only duty is running a timer at daily standup. What should the RTE coach them to do instead?
- Executives ask who facilitates PI Planning on the municipal utilities billing ART. Who should they be told is the chief facilitator?
- Agile teams on the public works work-order ART expect the RTE to estimate their stories during PI Planning. How should the RTE respond?
- Shared services for security and UX appear on the airport operations digital ART only at release time. What should the RTE change?
- A sponsor wants to be both Business Owner and Product Manager for the entire court case-management ART but has no capacity to do either job well. What should the RTE address?
- During ART Sync on the fire-EMS records ART, only the RTE speaks for every team. What should change?
- The social-services eligibility ART has no one accountable for solution enablers that span several teams. Who should own that collaboration?
- Stakeholders ask who works with teams on Team PI Objectives business value during PI Planning on the open-data and civic-engagement ART. What is the correct pairing?
Applying AI to the RTE Role · 45 questions
- An RTE on the social-services eligibility ART types "fix my PI" into an AI assistant and receives generic advice that ignores the ART's Features, risks, and calendar. What prompting change would most improve the output?
- A staffer on the open-data and civic-engagement ART argues that the AI assistant already knows SAFe, so the RTE can skip Framework study and skip checking the model's PI Planning notes. How should the RTE respond?
- The fleet telematics ART RTE wants help assembling next week's ART Sync agenda from known topics: dependency aging, a fuel-card demo risk, and a tooling impediment. How should the RTE use AI for this?
- Prompts for the city permits portal ART ask for "a PI summary" with no audience, so the model returns a dense team-level task dump that executives cannot use—and a later team version that sounds like a council briefing. What prompting basic is missing?
- The county tax-assessment ART RTE pastes AI's first coaching-plan draft into the SharePoint site and marks it final, even though several iteration names and ROAM items are wrong. What prompting practice should the RTE apply instead?
- A coach on the municipal transit fare-system ART claims AI cannot help with the program-board dependency list because only humans may touch dependencies. The RTE has a rough set of team notes. What is a sound use of AI here?
- The public-health immunization registry ART RTE wants a draft Inspect-and-Adapt agenda and also hears data scientists talk about a model that forecasts clinic no-shows. How should the RTE keep those AI uses straight?
- A prompt asks an AI assistant to "create the flow metrics" for a library consortium digital-services ART that has never collected flow time, WIP, or throughput. What should the RTE do instead?
- The parks reservation and facility ART RTE rewrites a from-scratch prompt every time a PI risk set needs a ROAM summary, and the results vary wildly. What prompting basic would make this work more reliable?
- An AI assistant for the wastewater SCADA modernization ART starts mixing PI-3 architecture risks into a PI-5 System Demo summary because the same chat thread still holds months of unrelated notes. What prompting hygiene should the RTE apply?
- The 911 CAD/RMS integration ART RTE uses the approved AI assistant only to invent Slack jokes and never for ART work. Which uses would actually augment the RTE role?
- A junior Team Coach on the school-district student-information ART asks what a prompt is when using the district's AI assistant. What is the most accurate explanation?
- Leaders on the state DMV licensing ART want the RTE to generate all Team and ART PI Objectives with an AI tool and skip team and Business Owner conversations. What should the RTE do?
- An RTE pastes an entire PI of city housing-voucher ART Inspect-and-Adapt notes into an AI assistant and the summary cuts off mid-problem, omitting later root-cause boards. What practical prompting constraint is showing up?
- The county elections systems ART RTE has two candidate prompts for a coaching-plan draft and is unsure which will yield a more useful plan. What prompting basic should the RTE apply?
- A coordinator on the municipal utilities billing ART pastes account numbers, names, and past-due balances into a public consumer AI chatbot to draft a hardship-program briefing. What should the RTE do?
- An AI summary of the public works work-order ART's Coach Sync lists a crane-vendor insolvency risk that no team mentioned and that does not appear on the ROAM board. How should the RTE treat that item?
- An AI coaching brief for the airport operations digital ART tells leaders to restore stage-gate approvals and individual utilization targets because airports need control. Leaders want to adopt it unchanged. What should the RTE insist on?
- An AI helper ranks Features for the court case-management ART and consistently deprioritizes access improvements for a neighborhood whose historical data is sparse, while boosting work for offices with dense digital records. What risk should the RTE raise?
- A fire-EMS records ART manager asks the RTE to use AI to compile named performance blame lists of individual paramedics and clerks from chat logs and ticket notes. What is the responsible response?
- An Agile team on the social-services eligibility ART pastes licensed vendor source from the benefits-rules engine into a public generative AI tool to speed a rewrite. City counsel flags the snippet as IP-sensitive. What should the RTE emphasize about responsible AI use?
- During PI Planning prep for the open-data and civic-engagement ART, a coach circulates an AI-generated integration sketch and labels it System Architect sign-off. What should the RTE require?
- The fleet telematics ART RTE sends an AI-drafted readiness brief to public-works executives without saying a model wrote the first pass. Several depot-uptime numbers later prove invented. What responsible-use practice was missing?
- An automation on the city permits portal ART uses an AI agent to email the whole train the PI calendar. The message goes out unreviewed and lists last PI's dates. What should the RTE insist on?
- A vendor demo for the city's permits, transit, and parks ARTs claims its assistant is 100 percent accurate on SAFe and can auto-approve PI Objectives. How should the RTE treat that claim?
- Coaches on the municipal transit fare-system ART save raw AI chat logs—complete with fare-policy strategy and unpublished PI bets—on an open shared drive. What risk should the RTE address first?
- After an unapproved tool is used to summarize immunization-registry PI risks, a manager says responsible AI is only HR's policy problem and not the RTE's concern. What is the RTE's accountability on the public-health immunization registry ART?
- Leadership mandates one public generative tool for every facilitation artifact on the library consortium digital-services ART, including work that touches patron-record integrations under retention law. What should the RTE advocate?
- Before PI Planning, the parks reservation and facility ART cancels its group ROAM workshop and accepts an AI risk-score pack as the official program risks. What should the RTE do?
- The night before PI Planning, a clip circulates that sounds like a wastewater Business Owner canceling the SCADA modernization stretch objectives. The voice is a deepfake. What should the RTE do?
- The 911 CAD/RMS integration ART RTE feeds team-supplied dependency notes into an approved assistant to draft a program-board view, then walks the map with the teams before PI Planning. What does this illustrate?
- Flow metrics from the school-district student-information ART show rising WIP. An AI assistant flags a repeating blocker cluster; the RTE uses the pattern in Scrum Master coaching conversations rather than publishing a blame chart. What is the right human-plus-AI split?
- Measure-and-Grow results on the state DMV licensing ART show facilitation gaps. The RTE uses AI to draft a first-pass coaching plan for the Scrum Masters, then personalizes it in one-on-ones. Who owns the coaching relationship?
- For the city housing-voucher ART, the RTE asks an assistant to turn the approved PI metrics pack into a stakeholder narrative, then checks every figure before the council briefing. What must stay true?
- During PI Planning prep, the county elections systems ART RTE uses an approved Framework-aware assistant to look up event-agenda practices. A coach wants to treat the chatbot reply as the final ruling over official SAFe guidance and the county's election calendar. How should the RTE position the tool?
- An approved model suggests three likely risks for the municipal utilities billing ART. The RTE drops those suggestions onto the ROAM board as conversation starters and still facilitates the group through ownership and mitigation. What is the appropriate integration?
- The public works work-order ART RTE keeps rewriting similar prompts for ART Sync agendas, I&A note clean-up, and dependency-list drafts. What is a practical way to integrate AI into the role?
- After Inspect and Adapt on the airport operations digital ART, an AI transcript captures the Problem-Solving Workshop. Facilitators then edit names, decisions, and quantitative measures before the notes are stored. Why is this valid augmentation?
- A manager proposes canceling the court case-management ART Sync and replacing it with an AI chatbot that collects status text from each team. What should the RTE protect?
- The fire-EMS records ART is introducing a new ART-level working agreement. The RTE uses AI to draft change-management messages, then reviews the copy with fire and EMS leaders before it goes to the train. What makes this appropriate?
- Preparing a mid-PI workshop for the social-services eligibility ART, the RTE asks an assistant for several agenda options, then chooses the path with the Scrum Masters and coaches. What pattern is this?
- The open-data and civic-engagement ART turns on an approved assistant but never trains Scrum Masters or coaches on allowed data, review expectations, or disclosure. Shadow tools and pasted datasets appear within two sprints. What integration step was missing?
- AI-assisted checklists cut hours of PI Planning logistics on the fleet telematics ART. The RTE spends the recovered time on Business Owner conversations and team-breakout coaching instead of adding more slideware. What is the intended value of that augmentation?
- After a PI of AI-drafted agendas and summaries, the city permits portal ART RTE compares hours spent prompting and reviewing against the hours saved. Review time has grown more than prep time shrank. What should the RTE conclude about augmentation?
- A production incident hits the county tax-assessment ART during the PI. An approved assistant summarizes chat and ticket timelines for the response huddle, while the RTE and service owners decide rollback, comms, and whether to pull a stretch objective. Who holds decision rights?
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