--- title: "Vibe-coding: Turning prototypes into products" id: "428105" type: "post" slug: "vibe-coding-turning-prototypes-into-products" published_at: "2025-12-16T02:05:25+00:00" modified_at: "2025-12-16T02:05:25+00:00" url: "https://seedlegals.com/us/resources/vibe-coding-turning-prototypes-into-products/" markdown_url: "https://seedlegals.com/us/resources/vibe-coding-turning-prototypes-into-products.md" excerpt: "Xogito Founder Gus Spathis and SeedLegals CEO Anthony Rose dive into the shift in AI agency and how vibe coding misconceptions can affect software products." taxonomy_category: - "Startup Guides" - "Videos" --- 2 min read Expert reviewed This article has been fact-checked by a SeedLegals subject matter expert. [Meet our experts](https://seedlegals.com/us/authors-and-experts/) and learn more about our review process and quality assurance in our [editorial policy](https://seedlegals.com/us/editorial-policy/) . # Vibe-coding: Turning prototypes into products Published: Dec 16, 2025 Contents [Key takeaways](#key-takeaways) [Co-Founder and CEO Anthony Rose Co-Founder and CEO](https://seedlegals.com/us/resources/author/anthony/) Building software has never been easier for innovators who lack coding expertise. With vibe coding, you can now simply describe your idea and it will be transformed into a real, secure, intelligent mockup… right? Not quite. In a world of instant prototypes and AI-generated content, there are so many possibilities but also plenty of uncertainty about what comes next. Watch this session with SeedLegals CEO [Anthony Rose](https://seedlegals.com/us/resources/author/anthony/) and [Xogito](https://www.xogito.com/about/) Founder, [Gus Spathis](https://www.linkedin.com/in/cspathis/) , as they explore how founders can transition from vibe-coded demos to investor-ready products (without wasting time or money) and draw the line between solo experimentation and deciding when to bring in engineers. ## **Key takeaways** ### **Vibe coding changes the game… but it doesn’t finish the job** - Vibe coding allows founders to go from idea to working prototype incredibly fast, without raising money or hiring developers upfront. - These AI-generated prototypes are designed to be cheap, fast and disposable. Perfect for testing ideas, not shipping final products. - The problem hasn’t disappeared; it’s just moved later in the journey, from ‘can I build this?’ to ‘how do I make this real?’ - For most startups, vibe coding is a powerful starting point, not the destination. ### **Security risks can harm promising startups** - Vibe-coded apps often overlook basic security, especially when built by non-technical founders. - Customer data, payment details, API keys and internal systems can all be exposed without proper safeguards. - A single security breach can destroy user trust, derail fundraising and scare off investors overnight. - Founders should cross-check AI-generated code with multiple models and bring in experts before scaling. ### **Why prototypes break when real users show up** - Most vibe-coded products only support the ‘happy path’ aka the ideal way founders imagine users behaving. - Real users click randomly, skip instructions, enter unexpected data and forget how they signed up. - This gap between demo behaviour and real-world usage is where many early products fall apart. - Turning a prototype into a production app means handling edge cases, failures and messy human behaviour. ### Perfect your pitch Use our free ultimate pitch deck template: includes step-by-step guidance & tips from investors [Get the free template](https://seedlegals.com/us/resources/pitch-deck-template-us-startups/) ### **The real value has shifted from code to specs** - As AI makes code cheaper and faster to generate, investors care less about how much code you’ve written. - The true value now sits in the idea, the traction and the clarity of how the product should work. - Spec-driven development (clearly defining users, flows, goals and integrations) is becoming a core founder skill. - Strong specs allow both humans and AI to build better products, faster and with less wasted effort. ### **When to stop experimenting and bring in humans** - Founders should use vibe coding to test ideas, gather feedback and validate demand as early as possible. - Once users want to rely on the product (or sensitive data is involved) it’s time to involve experienced engineers. - Today’s production-ready apps can cost a fraction of what they did five years ago if built with modern AI tools. - The best results come when founders arrive with a clear spec, a validated idea, and realistic expectations about scale. ### **Agents are the next leap beyond apps** - The future of software isn’t more dashboards and buttons. It’s autonomous agents that act on users’ behalf. - Agentic AI can connect to email, payments, CRMs and other systems to complete tasks end-to-end. - This shift forces founders to rethink what their product actually does, not just how it looks. - Startups that design with agents in mind now will be better positioned for the next wave of AI-driven businesses. Stay ahead with the SeedLegals newsletter Get event invites and hot-off-the-press content straight to your inbox [Subscribe](https://seedlegals.com/us/newsletters/) ## Related posts [11 min read Startup stock options: how they work and how to set up a plan Your first key hires make a real difference to your startup’s trajectory. But your salary budget at the early stag... Idin Sabahipour](https://seedlegals.com/us/resources/stock-options-for-startups-guide/) [3 min read Tips and tricks to maximize your QSBS tax savings See how QSBS trust stacking, and starting with an LLC and converting to a C Corp later, can save you tens of millions in... Anthony Rose](https://seedlegals.com/us/resources/tips-and-tricks-to-maximize-your-qsbs-tax-savings/) [7 min read Investing in a UK startup? What US investors should know Before investing in a UK startup, learn what PFIC means, why a UK startup may be one, and how to protect yourself from h... Idin Sabahipour](https://seedlegals.com/us/resources/investing-in-a-uk-startup-what-us-investors-should-know/)