MVP Development: Scope It Right the First Time
The failure mode of most MVPs isn't building too little — it's building the wrong things.
MVP has become a word that means different things to different people. To some it means "the smallest thing we can build." To others it means "the version with all the features we're not sure we need yet." Neither is quite right.
A useful definition: the MVP is the smallest version of the product that lets you validate the highest-risk assumption in your business model. Everything about the MVP should serve that goal. Features that don't help you learn from your first users aren't MVP features — they're scope creep disguised as thoroughness.
The scoping exercise that matters most: for each proposed feature, ask "if this feature doesn't work as expected, does that invalidate our core hypothesis?" If not, it's probably not in the MVP. The features that test your core hypothesis are the ones you need. Admin dashboards, analytics, notification preferences, and secondary flows are almost never in that category.
The mistake teams make is equating the MVP with the product roadmap through version three. Every feature that gets added requires development time, testing, and ongoing maintenance. Each one also adds complexity that makes future changes harder. The cost of scope is paid in perpetuity, not just at launch.
What the MVP must have: enough to deliver the core value proposition, enough polish that users can actually use it, and enough instrumentation that you can learn from how they use it. The instrumentation part is consistently the most neglected. Teams build features and ship, but without knowing what users actually do in the product, the next iteration is still a guess.
Two to four weeks is the right planning horizon for an MVP. If you're planning six months of initial development before your first real user, the plan has drifted from MVP into something else.