In the fast-paced world of startups where speed is king, the question of how to launch an MVP (Minimum Viable Product) quickly is always a hot topic. With the recent explosion of AI code-generation tools, we're at an interesting crossroads: should we use AI "magic" to get an instant product, or patiently grind out every line of code from scratch?
🚀 Team AI: Speed Above All
Undeniably, AI tools (like GitHub Copilot, etc.) or AI-assisted low-code/no-code platforms can churn out an MVP in astonishingly little time.
- The Pros: You can rapidly turn an idea into a functional product to test the market. This is vital if you need to validate your concept before pouring in too many resources. It also significantly reduces initial costs.
- The Cons: Code generated by AI can sometimes be... "weird." It might work, but the structure can be messy, hard to maintain, and extremely difficult to scale. You risk getting "stuck" with a pile of code nobody wants to touch once the product starts to grow.
💪 Team Manual Code: Building a Solid Foundation
Coding every line and every component yourself is the traditional path, but it remains incredibly valuable.
- The Pros: You have total control. Every line of code is clean, well-organized, and follows a clear architecture. When you need to add features or fix bugs, everything is within your grasp. This is about building a solid foundation for your future castle.
- The Cons: The most obvious drawback is time. This route is labor-intensive and requires strong programming skills. While you're still fiddling with the login feature, your AI-using competitor might have already acquired their first 100 users.
Conclusion: Which Path to Choose?
There's no single right answer. The choice depends on your goal:
- If you just need to validate an idea and are willing to "throw away" this MVP after getting data, use AI. It's fast, cheap, and effective for testing.
- If you are confident in the idea and see this MVP as the first step toward a large-scale product, code it from scratch. Slow and steady wins the long race, and a solid foundation will support your journey.

