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Advanced Scrum: Goal-Driven Backlogs and Efficient Sprint Planning

November 10, 2025

A Different View of the Product Backlog

A Product Backlog does not need to be populated with fully refined user stories. In fact, maintaining an inventory of detailed PBIs is often expensive, speculative, and wasteful. Many refined items never enter a Sprint, meaning the team has spent cognitive and calendar time on work that provides no value.

Instead, treat the Product Backlog primarily as a list of candidate Sprint Goals—outcomes the team may pursue in future Sprints. PBIs and defects may still appear, but they become supporting artifacts rather than the center of gravity.

Why "candidate"? Because a Sprint Goal should only be confirmed during Sprint Planning, when the entire Scrum Team has aligned and the Developers have confidence in achieving it.

This shift pulls attention away from decomposing hypothetical features and toward articulating meaningful business and customer outcomes.

This isn’t to say that a Product Backlog can’t contain detailed PBIs, but they should be used sparingly.  Defect corrections can also be in the Product Backlog and possibly be brought into Sprint Planning in addition to a candidate Sprint Goal.

Rethinking Sprint Planning

The purpose of a Sprint is to accomplish a Sprint Goal. PBIs and tasks are simply planning instruments: useful, but mutable. They may change as learning emerges.

One prerequisite to this approach is that a Sprint Goal is not a restatement of possible PBIs, but rather a business need – an objective.  If you have Sprint Goals with “and” or as a list of tasks, you may need to read up on Sprint Goals.  If you’re starting out with Sprint Goals, don’t use this approach.

Under this new model, Sprint Planning focuses on collaboration and business outcome.  Here are the steps:

  1. Select the highest-value candidate Sprint Goal
  2. Clarify what success looks like
  3. Explore approaches and constraints
  4. Create a loose plan to achieve the goal to ensure that the Sprint Goal is possible and understood.  You can use PBIs, tasks, experiments, or free format but it must be light weight.
  5. Adjust the candidate Sprint Goal and plan until both are aligned and the candidate is solid – an actual Sprint Goal.

The output of Sprint Planning is not "a list of refined stories." It is a committed Sprint Goal and a credible plan to accomplish it.

The focus shifts from "How do we deliver these specified items?" to "How do we achieve this goal?" This subtle reframing unlocks flexibility and encourages the team to discover optimal approaches during execution rather than constraining themselves to predetermined solutions.

Key Advantages

Efficiency: Refinement effort concentrates on work that actually enters Sprints. No more re-refining items as priorities shift or maintaining elaborate specifications for work that never materializes.

Adaptability: Without over-specified PBIs, the team retains freedom to discover the best implementation approach during Sprint Planning and throughout the Sprint itself.

Outcome focus: Candidate Sprint Goals maintain strong alignment on purpose rather than output, keeping everyone oriented toward what you are trying to achieve.

Real-time intelligence: The team's collective expertise applies when context is fresh, the full team is present, and decisions can be made with immediate feedback rather than speculative forecasting.

Reduced waste: Priorities shift. Requirements evolve. Market conditions change. The effort spent refining items three or four Sprints out is often discarded entirely.

Refinement Still Matters—But It Evolves

Backlog refinement does not disappear. It simply becomes sharp, time-bound, and outcome-driven.

What refinement addresses:

  • Examine the top candidate Sprint Goals
  • Discuss feasibility, constraints, and unknowns
  • Break high-priority goals into a size likely achievable in a Sprint

What refinement no longer includes:

  • Detailed decomposition of items into user stories
  • Story point estimation for hypothetical work
  • Extensive acceptance criteria for work that may never be selected
  • Refinement sessions that focus on what will be delivered but not why

When refinement occurs: Instead of scheduled refinement sessions covering multiple backlog items, refinement becomes focused on business needs, expressed through candidate Sprint Goals.

Estimation shifts from guessing story points to assessing whether the top candidate goals fit into a Sprint, or whether it should be broken down even more – so called “right sizing”.

The backlog becomes a portfolio of strategic intents, not a warehouse of detailed tasks.

Managing the Transition: Common Concerns

Organizations considering this approach often surface predictable concerns. Addressing them directly accelerates adoption.

Concern: Sprint Planning becomes protracted

Without pre-refined items, Sprint Planning could devolve into extended discovery sessions where the team struggles to understand commitments.

Response: Targeted preparation for the top candidate Sprint Goal is essential. The Product Owner must articulate the goal clearly and anticipate likely questions. If Sprint Planning consistently exceeds its timebox, that signals insufficient upfront investigation—not a flaw in the model. Adjust preparation depth, not the principle.

Concern: Lack of predictability for stakeholders

Stakeholders accustomed to detailed roadmaps may perceive reduced visibility into future Sprints.

Response: Communicate at the level of candidate Sprint Goals rather than detailed features. Most stakeholders care about "When will we achieve X capability?" not "When will story #247 be completed?" A roadmap of candidate Sprint Goals provides sufficient strategic visibility without the overhead of speculative refinement. This actually improves transparency by acknowledging uncertainty rather than presenting false precision.

Concern: Product Owner cannot maintain pace

With less advance preparation, the Product Owner might struggle to be ready for Sprint Planning or to provide direction during the Sprint.

Response: This model requires an engaged Product Owner who remains close to the team and stakeholders. If your Product Owner juggles multiple teams or is frequently unavailable, this approach will expose that constraint. The solution is not reverting to extensive upfront refinement—it is addressing the Product Owner's capacity, availability, or decision-making authority.

Concern: Loss of architectural coherence

Without looking ahead, the team might make short-term decisions that create technical debt or miss opportunities for elegant solutions serving multiple future needs.

Response: Architectural thinking does not disappear—it simply does not manifest as detailed backlog items. Technical leaders should maintain awareness of the general direction (informed by the ordered list of candidate Sprint Goals) and raise architectural considerations during Sprint Planning. Some teams maintain a lightweight technical roadmap or architectural vision alongside the product backlog, ensuring strategic technical decisions remain visible without requiring detailed PBI decomposition.

Concern: Team discomfort with ambiguity

Some teams and individuals thrive with clear, detailed specifications and experience anxiety when details are deferred.

Response: This reflects maturity and trust dynamics. Start gradually—maintain more detail for technical or risky items while using lighter-weight candidate goals for better-understood domains. As the team builds confidence in their ability to determine details during Sprint Planning and throughout the Sprint, comfort with appropriate ambiguity will develop. This is a capability to cultivate, not a permanent limitation.

Considerations and Prerequisites

This approach is not universally appropriate. It works best when:

  • The team deeply understands the purpose behind Scrum, not just the mechanics
  • Leadership trusts empirical process control and can tolerate uncertainty
  • Stakeholders are aligned on outcomes over output
  • Teams possess sufficient domain knowledge and cross-functional capability
  • The Product Owner can be actively engaged with the team rather than spread across multiple initiatives
  • The organization operates in a context where priorities and requirements evolve frequently

It’s essential to understand that a Sprint Goal is not a restatement of possible PBIs, but rather a business need – an objective.  If you have Sprint Goals with “and” or as a list of tasks, you may need to read up on Sprint Goals.

Organizations with rigid stage-gate processes, fixed-scope contracts, or deeply hierarchical approval structures may find this model incompatible with their broader operating constraints. Assess organizational readiness honestly before committing.

Conclusion

Scrum's essence is empiricism and flexibility. This model simply pushes that principle further—into strategy, not just delivery. 

For experienced teams willing to challenge their assumptions about what a Product Backlog must contain and what Sprint Planning must produce, this approach can unlock significant efficiency while maintaining or improving effectiveness. The backlog becomes a tool for strategic conversation rather than administrative overhead. Sprint Planning becomes a forum for collaborative problem-solving rather than PBI selection.

The goal is not to eliminate structure, but to ensure structure serves purpose rather than constraining it.

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Comments (4)


08:56 pm November 21, 2025

Sprint Goals is where I think the Scrum Guide fails most teams.  Or maybe how they learn Scrum.  Far too many teams focus Sprint Planning and what happens in the Sprint on simply completing User Stories.  User Stories become the goal.  I think that stems from what you say in this article, where Sprint Goals shouldn't be created until Sprint Planning.  But, by that point, you already have a refined Backlog that's prioritized...and teams simply pick from the top of the list.  I argue that teams should be able to create their Product Goal (I say 3 months), create the Sprint Goals as stepping stones to the Product Goal and walk into every Sprint Planning meeting with those Sprint Goals already created.  Then, during Refinement, prioritize your PBIs in accordance with the upcoming Sprint Goal.  So that when Sprint Planning happens you're choosing PBIs from the top of the Backlog that you know will help you achieve your already-created, already-discussed and already-agreed upon Sprint Goal.


09:08 pm November 21, 2025

@Scott if you pre-create Sprint Goals months in advance they could become invalid long before getting there because you are learning every Sprint and what you thought would be your 5th Sprint Goal during Sprint 1 may not be valid anymore when you get to Sprint Planning for Sprint 5...


12:22 pm November 24, 2025

That's a great idea and thank you presenting a well thought model. 

Regarding the "Concern: Loss of architectural coherence". Would you consider to make "Architectural Coherence" part of Definition of Done? I mean, treat it as part of product development and not as a side thinking. For example, include "incremental refactoring" in the "Sprint Goal" itself?

 


01:37 pm November 25, 2025

Cleon — I really like the idea of adding architectural coherence to the Definition of Done. It’s something many teams overlook. The only thing you might need is a bit more specificity, so everyone knows when it’s actually met. Maybe something like, “A member of the architecture group reviews the code and confirms it fits with our architectural standards.” That gives the team something concrete to check.  Just be careful this doesn't become a handoff or waterfall like gate.

On the other hand, using incremental refactoring as part of the Sprint Goal is tricky. It’s hard to know whether you’ve truly achieved it, and a Sprint Goal should describe a meaningful outcome or benefit. Since customers don’t get direct value from refactoring, it usually fits better inside the Definition of Done—assuming it’s worded in a way that doesn’t become a stage-gate and can still be completed within the sprint.

Scott — I agree with you that Product Owners need a way to structure the backlog, and grouping items around business objectives is often a great approach. Those objectives naturally suggest possible Sprint Goals. As long as everyone understands that these are candidate goals and nothing is final until Sprint Planning, it works well.

The Scrum Guide does talk about the Sprint Goal, but like many things in the guide, it keeps the details pretty open-ended to allow flexibility. I also wish it emphasized the Sprint Goal more—it’s such a powerful tool when used well.

For the product goal - I would be careful about putting too much emphasis on the time (3 months).  That can lead to a predictive approach.  I'm sure you know that though.