Define product stage, user need, scope, acceptance criteria, and launch readiness.
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Lesson 1
Learn how prototypes, MVPs, and production products differ in purpose, reliability, testing, operational risk, safeguards, and readiness for real users.
Lesson 2
A user problem is a specific obstacle, cost, delay, or unmet need experienced by an identifiable group in a real situation. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 3
The core workflow is the shortest complete sequence through which the intended user receives the product's central value. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 4
A feature is a product capability, a requirement states a condition it must satisfy, and an assumption is an unproven belief behind the plan. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 5
Acceptance criteria are observable conditions used to decide whether a workflow or requirement has been completed correctly. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 6
Scope reduction removes secondary users, variations, integrations, or automation while preserving the product's smallest useful outcome. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 7
Technical complexity is the uncertainty and coordination created by rules, integrations, data, permissions, scale, and operational consequences. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 8
An MVP is ready to launch when its core workflow works for the intended users and its remaining risks are understood, owned, and proportionate. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 9
Vibe coding becomes insufficient when the product's consequences exceed the team's ability to review, test, operate, and explain the generated system. Learn the founder decision, practical evidence, and warning signs that matter.
Lesson 10
An MVP build brief is a decision record describing the user, problem, core workflow, rules, boundaries, acceptance criteria, and operating expectations. Learn the founder decision, practical evidence, and warning signs that matter.