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Engineering ยท 5 min read
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Vibe Coding and the New Era of MVP Development

The term "vibe coding" gets eye-rolls from traditionalists. But the results don't lie. We've been building production MVPs using AI-assisted development workflows for over a year โ€” and the speed-to-quality ratio has fundamentally shifted.

What Vibe Coding Actually Means

Vibe coding isn't about replacing engineers with AI. It's about compressing the distance between idea and working software. A skilled developer using Claude, Cursor, and modern AI tooling can produce what used to take a team of three in the same time.

Our MVP Stack in 2025

For most MVPs we default to: Next.js 14 (App Router), Railway for hosting, PostgreSQL with Prisma, Clerk for auth, and Stripe for payments. This stack is AI-friendly โ€” every tool has strong documentation that modern LLMs have been trained on.

Where Human Judgment Still Dominates

Architecture decisions, UX judgment, edge case handling, and domain-specific logic still require experienced engineers. AI excels at implementation; humans excel at asking the right questions.

Real Timeline: What's Achievable

We've shipped production-ready MVPs in 3 weeks. Typical range is 4โ€“8 weeks depending on complexity. A year ago, comparable scope would take 3โ€“5 months.

Need an MVP fast? We build them.

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