
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.

Agentic Requirements Engineering
IREB's AI4RE Prompt Guide already treats elicitation, documentation, validation, and management as freely accessible, not sequential. That's exactly the shape a RAG-and-agent system for RE needs, and a reason to stop deliberately before full autonomy.

The "Must-Have Discipline" Doesn't Solve Your Power Problem. It Formalizes It.
MoSCoW's standard fix for Must-Have inflation (clearer criteria, more sponsorship, more courage) doesn't solve the underlying problem. It just relocates whose authority decides. This piece traces why the framework was never built to answer that question, and what changes once you ask it directly.

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.
