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Stakeholder Mapping Asks the Wrong Question
A correctly filled-out stakeholder map can still send you into the wrong meeting. The problem isn't staleness. It's that power and interest were never the only two questions that mattered.

MoSCoW vs. the Impact/Effort Matrix: What Your Prioritization Reflex Reveals About You
Most teams know both MoSCoW and the Impact/Effort matrix, and still default to the same one out of habit. The order you reach for isn't a style preference. It's a diagnosis of what's actually wrong with your backlog.

A Positioning Statement You Can't Use to Reject a Feature Isn't One
A positioning statement isn't a document you write once and file away. It's a decision filter, and most teams never actually test whether theirs works. This piece looks at why the moment you'd need it most is the worst possible moment to write it.

User story mapping: see the journey, not just the list
A product backlog shows you what to build next. A user story map shows you what users actually do. That difference sounds minor. It means you systematically see the gaps, transitions, and edge cases that a flat list will never surface.

BDD doesn't fail at the scenario. It fails before the first Given.
Many teams that do BDD correctly still end up building the wrong thing. Not because the process failed - but because BDD operates inside a scope that someone else set, implicitly, before the first Three Amigos session was scheduled. Here's where that line is, and what lives on the other side of it.
