Starting Scrum
The first step in Scrum is for the Product Owner to articulate the product vision. Eventually,
this evolves into a refined and prioritized list of features called the Product Backlog. This
backlog exists (and evolves) over the lifetime of the product; it is the product road map
(Figure 2). At any point, the Product Backlog is the single, definitive view of “everything that
could be done by the Team ever, in order of priority”. Only a single Product Backlog exists;
this means the Product Owner is required to make prioritization decisions across the entire
spectrum, representing the interest of stakeholders and influenced by the team.
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)
Figure 2. The Product Backlog
The Product Backlog includes a variety of items, primarily new customer features (“enable all
users to place book in shopping cart”), but also engineering improvement goals (“rework the
transaction processing module to make it scalable”), exploratory or research work (“investigate
solutions for speeding up credit card validation”), and, possibly, known defects (“diagnose and
fix the order processing script errors”), if there are only a few problems. (A system with many
defects usually has a separate defect tracking system.) The Product Backlog can be articulated
in any way that is clear and sustainable, though either Use Cases or “user stories” are often
used to describe the Product Backlog items in terms of their value to the end user of the
product.
The subset of the Product Backlog that is intended for the current release is known as the
Release Backlog, and in general, this portion is the primary focus of the Product Owner.
The Product Backlog is continuously updated by the Product Owner to reflect changes in the
needs of the customer, new ideas or insights, moves by the competition, technical hurdles that
appear, and so forth. The Team provides the Product Owner with estimates of the effort
required for each item on the Product Backlog. In addition, the Product Owner is responsible
for assigning a business value estimate to each individual item. This is usually an unfamiliar
practice for a Product Owner. As such, it is something a ScrumMaster may help the Product
Owner learn to do. With these two estimates (effort and value) and perhaps with additional
risk estimates, the Product Owner prioritizes the backlog (actually, usually just the Release
Backlog subset) to maximize ROI (choosing items of high value with low effort) or
secondarily, to reduce some major risk. As will be seen, these effort and value estimates may
be refreshed each Sprint as people learn; consequently, this is a continuous re-prioritization
activity as the Product Backlog is ever-evolving.
Scrum does not define techniques for expressing or prioritizing items in the Product Backlog
and it does not define an estimation technique. A common technique is to estimate in terms
of relative size (factoring in effort, complexity, and uncertainty) using a unit of “story points”
or simply “points”.
Over time, a Team tracks how much work it can do each Sprint; for example, averaging 26
points per Sprint. With this information they can project a release date to complete all features,
or how many features can be completed by a fixed date, if the average continues and nothing
changes. This average is called the “velocity” of the team. Velocity is expressed in the same
units as the Product Backlog item size estimates.
The items in the Product Backlog can vary significantly in size or effort. Larger ones are
broken into smaller items during the Product Backlog Refinement workshop or the Sprint
Planning Meeting, and smaller ones may be consolidated. The Product Backlog items for the
upcoming next several Sprints should be small and fine-grained enough that they are
understood by the Team, enabling commitments made in the Sprint Planning meeting to be
meaningful; this is called an “actionable” size.
One of the myths about Scrum is that it prevents you from writing detailed specifications; in
reality, it is up to the Product Owner and Team to decide how much detail is required, and this
will vary from one backlog item to the next, depending on the insight of the Team, and other
factors. State what is important in the least amount of space necessary – in other words, do not
describe every possible detail of an item, just make clear what is necessary for it to be
understood. Low priority items, far from being implemented and usually “coarse grained” or
large, have less requirements details. High priority and fine-grained items that will soon be
implemented tend to have more detail.
Ref from: Pete Deemer ScrumTI.com
The first step in Scrum is for the Product Owner to articulate the product vision. Eventually,
this evolves into a refined and prioritized list of features called the Product Backlog. This
backlog exists (and evolves) over the lifetime of the product; it is the product road map
(Figure 2). At any point, the Product Backlog is the single, definitive view of “everything that
could be done by the Team ever, in order of priority”. Only a single Product Backlog exists;
this means the Product Owner is required to make prioritization decisions across the entire
spectrum, representing the interest of stakeholders and influenced by the team.
Figure 2. The Product Backlog
The Product Backlog includes a variety of items, primarily new customer features (“enable all
users to place book in shopping cart”), but also engineering improvement goals (“rework the
transaction processing module to make it scalable”), exploratory or research work (“investigate
solutions for speeding up credit card validation”), and, possibly, known defects (“diagnose and
fix the order processing script errors”), if there are only a few problems. (A system with many
defects usually has a separate defect tracking system.) The Product Backlog can be articulated
in any way that is clear and sustainable, though either Use Cases or “user stories” are often
used to describe the Product Backlog items in terms of their value to the end user of the
product.
The subset of the Product Backlog that is intended for the current release is known as the
Release Backlog, and in general, this portion is the primary focus of the Product Owner.
The Product Backlog is continuously updated by the Product Owner to reflect changes in the
needs of the customer, new ideas or insights, moves by the competition, technical hurdles that
appear, and so forth. The Team provides the Product Owner with estimates of the effort
required for each item on the Product Backlog. In addition, the Product Owner is responsible
for assigning a business value estimate to each individual item. This is usually an unfamiliar
practice for a Product Owner. As such, it is something a ScrumMaster may help the Product
Owner learn to do. With these two estimates (effort and value) and perhaps with additional
risk estimates, the Product Owner prioritizes the backlog (actually, usually just the Release
Backlog subset) to maximize ROI (choosing items of high value with low effort) or
secondarily, to reduce some major risk. As will be seen, these effort and value estimates may
be refreshed each Sprint as people learn; consequently, this is a continuous re-prioritization
activity as the Product Backlog is ever-evolving.
Scrum does not define techniques for expressing or prioritizing items in the Product Backlog
and it does not define an estimation technique. A common technique is to estimate in terms
of relative size (factoring in effort, complexity, and uncertainty) using a unit of “story points”
or simply “points”.
Over time, a Team tracks how much work it can do each Sprint; for example, averaging 26
points per Sprint. With this information they can project a release date to complete all features,
or how many features can be completed by a fixed date, if the average continues and nothing
changes. This average is called the “velocity” of the team. Velocity is expressed in the same
units as the Product Backlog item size estimates.
The items in the Product Backlog can vary significantly in size or effort. Larger ones are
broken into smaller items during the Product Backlog Refinement workshop or the Sprint
Planning Meeting, and smaller ones may be consolidated. The Product Backlog items for the
upcoming next several Sprints should be small and fine-grained enough that they are
understood by the Team, enabling commitments made in the Sprint Planning meeting to be
meaningful; this is called an “actionable” size.
One of the myths about Scrum is that it prevents you from writing detailed specifications; in
reality, it is up to the Product Owner and Team to decide how much detail is required, and this
will vary from one backlog item to the next, depending on the insight of the Team, and other
factors. State what is important in the least amount of space necessary – in other words, do not
describe every possible detail of an item, just make clear what is necessary for it to be
understood. Low priority items, far from being implemented and usually “coarse grained” or
large, have less requirements details. High priority and fine-grained items that will soon be
implemented tend to have more detail.
Ref from: Pete Deemer ScrumTI.com
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