Answer a practical set of questions about your software idea. The result helps you decide whether to build it with modern vibe-coding tools, start with a prototype, or bring in an implementation partner before launch.
The quiz looks at complexity, not ambition. Some ideas are genuinely good for self-development. Some should start as prototypes. Some should not be vibe-coded casually because the risk is in the backend, data, compliance, payments, integrations, or maintenance.
Quiz
A throwaway demo and a production product can have the same idea but very different risk. Pick the answer that describes the real first version you care about.
How to decide
The practical question is not whether AI tools can generate code. They can. The question is whether the parts that remain after code generation are safe for you to own alone.
Landing pages, simple websites, personal tools, internal prototypes, basic directories, content sites, simple dashboards, and low-risk MVPs with clear examples and flexible timelines.
Products with private data, custom backend logic, payments, subscriptions, role-based access, third-party APIs, real-time behavior, compliance concerns, custom AI workflows, or ongoing production maintenance.
FAQ
Look at scope clarity, backend complexity, data sensitivity, payments, integrations, auth, deadline pressure, business criticality, and maintenance. If most of those are simple, vibe-coding is reasonable. If several are complex, use vibe-coding for discovery and get implementation help before launch.
No. Some simple websites, tools, and internal workflows can be self-developed well. The risk rises when the product needs production reliability, private data handling, payment logic, integrations, custom AI workflows, or ongoing operational support.
Hire help when the idea affects revenue, customers, compliance, private data, complex integrations, custom AI workflows, or deadlines you cannot miss. Brownsmith Dynamics can also review a self-built prototype before it becomes production software.