Existing evidence
What is already known, observed, or assumed, and where the gaps actually are.
A first release shaped around the decision it needs to support.
Working software is not always the right first test. We compare it against research, a prototype, and a pilot before committing to a build.
The first release should exist to answer a specific question, not to demonstrate general progress.
What is already known, observed, or assumed, and where the gaps actually are.
The one belief that, if wrong, invalidates the release, named explicitly rather than implied.
Who will actually encounter this release, and under what real conditions.
The specific decision this evidence should inform, stated before scope is drawn.
A smaller release still requires proportionate responsibility; "minimum" describes scope, not permission to cut corners.

A smaller release still requires proportionate privacy, security, accessibility, and data-integrity decisions; "MVP" is not permission to skip them.
The release preserves one useful path end to end rather than partial pieces of several.
Operator-run steps can stand in for automation the first release does not yet need.
Stop, revise, deepen, expand, or continue — the criteria are set before evidence arrives, not after.
The stack follows the requirement, not the other way round. These are the categories this engagement typically has to decide.
The exact scope depends on the decision and evidence needed. None of the following should be assumed automatically.
Every first-release decision trades something specific for something else. The useful choice is the one whose reason is understood.
A prototype, technical proof, or pilot can sometimes answer the riskiest assumption with less cost and exposure.
A manual step can be faster to ship and easier to change while the workflow is still uncertain.
A narrow, controlled release usually produces more useful evidence than a broad one at this stage.
Waiting for certainty can cost more than the risk it avoids; the bar should match the consequence of being wrong.
Deliverables should make the release's purpose and evidence visible and testable.
The assumption, test form, and decision this release is meant to inform.
The one complete workflow, built to a quality proportionate to its consequence.
What will be observed, how, and its limitations, agreed before launch.
Stop, revise, deepen, expand, or continue, with the criteria that will decide it.
The starting engagement should resolve the riskiest assumption before committing to broader scope.
A bounded stage to name the assumption, test form, and first release scope.
A project-shaped engagement to build and ship the scoped MVP.
Release to a narrow audience first, expanding only as evidence supports it.
What follows a supportive result — a new bounded phase or ongoing product engineering.
MVP Development is the right starting point when stage selection is the defining question. A different service may own the wider need.
Choose this when the requirement is understood and the question is engineering scope, not stage selection.
Choose this when the product model, not the release stage, is the defining question.
Choose this when the next useful test is research or a prototype, not working software.
Choose this when the product already exists and needs change, not a first release.
Technical delivery and architecture details. Key decisions regarding code quality, integrations, and handoff rituals.
No. Research, observation, a prototype, technical proof, manual service, pilot, or broader first release may answer the next important question with less cost or exposure.