MyAIDevelopment · Product · Operations notes

Backlogs, Priorities, and Requirements

A backlog is not an idea repository.

It is a prioritized, contextualized list of work candidates to consider in the near future to achieve the current product goal.

Basic Structure of a Backlog Item

Title
Problem / Background
User
Goal
Scope
Out of Scope
Workflow
Acceptance Criteria
Risk
Dependencies
Evidence

Judging Priorities

No single formula makes the decision automatically.

The following dimensions are usually considered together.

Dimension Question
Value Is the user/business value substantial?
Reach How many people will it affect?
Frequency How often will it be used?
Urgency Will delaying it cause a loss?
Risk Are the technical or product risks significant?
Effort How much will implementation cost?
Confidence How reliable is the evidence?
Strategic Fit Does it match the product direction?

A Simple Scoring Example

Priority
≈ Value × Reach × Confidence
  ─────────────────────────
          Effort

A score is a tool for structuring discussion, not the answer.

Must / Should / Could

Classifications such as MoSCoW can also be used.

The last category is the most important.

Backlog management includes decisions about what not to do.

Acceptance Criteria

Describe observable results rather than implementation methods.

Poor example:

Add a QPushButton.

Good example:

When the user selects a Preset, the Camera FOV and Transform are restored together.

Backlog Refinement

Check regularly.

Does it connect to the goal?
↓
Is the problem still valid?
↓
Is the scope too large?
↓
Are there dependencies?
↓
Is acceptance clearly defined?
↓
Is the priority still right?

A growing backlog is not an achievement. Removing unnecessary items and making choices clearer is also the PO's job.