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You Built Something with AI. Now What?
AI coding tools like Cursor, Bolt, Lovable and ChatGPT have made it possible for anyone to generate a working prototype in hours. That's incredible. But if you've gotten this far, you've probably also hit a wall.
Maybe your app works on your laptop but crashes when real users show up. Maybe you can't get it past App Store review. Maybe you've stacked so many AI-generated patches on top of each other that the whole thing feels like a house of cards. Or maybe you just know, deep down, that shipping this to paying customers without a professional review is a risk you can't afford to take.
You're not alone. This is the new normal: founders and entrepreneurs who can move fast with AI but need a seasoned developer to take it across the finish line.
That's exactly what I do.
The Truth About Vibe Coding Your MVP
AI-assisted development is powerful, but it has real limitations that can cost you time, money, and your product launch. Here's what most people learn the hard way.
What Vibe Coding Does Well
- Rapid prototyping and proof of concepts
- Generating boilerplate code and UI scaffolding
- Exploring ideas quickly without writing every line by hand
- Getting a demo ready to show investors or validate a concept
- Lowering the barrier to entry for non-technical founders
Where Vibe Coding Falls Short
- Security vulnerabilities: SQL injection, XSS, exposed API keys
- No scalability: crashes under real user load
- Spaghetti architecture that's impossible to maintain or extend
- App Store and Play Store rejections for policy violations
- No error handling, no tests, no logging — it works until it doesn't
- Dependency hell and outdated packages with known vulnerabilities
The bottom line?
Vibe coding is a great starting point. But shipping a production app to real users, handling their data securely, and scaling under load requires experience that AI alone cannot provide. The best approach is AI speed combined with professional oversight.
25+ Years of Shipping Real Products
I'm Jeremy Fall, and I've been building software professionally since 2000. Not just writing code — shipping products. Mobile apps on the App Store and Play Store. Enterprise web platforms for companies like Samsung and Polaris. MVPs that secured investor funding. I've founded 5 companies and managed development teams, DevOps pipelines, and cloud infrastructure on AWS, GCP, and more.
Over the last year-plus, I've been deep in AI — training and fine-tuning models, building with AI coding tools, and orchestrating multi-agent systems. I know what AI can do well, and more importantly, I know exactly where it falls apart. That's the difference between someone who uses AI to code and a software professional who uses AI to accelerate.
When you work with me, you get the speed of AI-assisted development backed by decades of production experience. I don't just make it work on a demo screen — I make it work under load, pass security audits, and clear App Store review.
Proven Track Record with MVPs & Product Launches
House of Highways
Built a mobile app and web database for campgrounds and road trip planning. Took the product from concept to a live, functioning platform used by real users — the kind of full-lifecycle MVP work that vibe coding alone can't deliver.
Enterprise Clients
From Samsung to Polaris to Jostens, I've delivered software for organizations where failure isn't an option. This enterprise discipline is what I bring to your MVP — production-grade quality at startup speed.
Investor-Ready MVPs
I've produced AI-powered MVPs that have been presented directly to investors to fund additional development. I understand what investors look for in a technical product — stability, scalability, and a clear path to growth.
29+ Freelance Projects
Over 4,800 billed hours across web, mobile, Smart TV, and backend projects. Every platform, every challenge, every deadline met. This breadth of experience means I've seen — and solved — whatever problem your project is facing.
The App Store & Play Store Problem Nobody Talks About
You've built your app. It runs on your phone. You're ready to launch. Then you submit to the App Store or Google Play and... rejected.
This is one of the most common and frustrating experiences for vibe-coded projects. Apple and Google have strict, evolving guidelines that AI code generators know nothing about. Their review teams are looking for issues that never come up during development:
Common App Store Rejections
- Guideline 2.1: App Completeness — crashes, broken links, placeholder content
- Guideline 2.3: Performance — inaccurate descriptions, hidden features
- Guideline 4.0: Design — not meeting Apple's Human Interface Guidelines
- Guideline 5.1: Privacy — improper data collection or missing disclosures
- Signing, provisioning profile, and certificate issues
Common Play Store Rejections
- Policy violation: missing privacy policy or data safety form
- Target API level requirements not met
- Permissions declared but not justified or used
- App not meeting quality thresholds (ANR rate, crash rate)
- Signing key and release track configuration errors
Each rejection costs you days or even weeks. Apple's review cycle alone can take 24-48 hours per resubmission, and if you don't know exactly what to fix, you can end up in an endless loop of rejections.
The Advantage of Working With Me
I've released multiple apps to both the App Store and Play Store. I know the review process inside and out — the guidelines, the gotchas, and how to communicate with the review teams when issues arise. When you work with me, your app ships to the store correctly the first time, and if there are any review issues, I handle the communication and resolution directly.
Get Your Project Across the Finish Line
Choose the path that fits your situation
Rescue My Vibe-Coded Project
You started building with AI and hit a wall. Your app has security holes, crashes under load, won't pass App Store review, or just doesn't work the way it should. I'll audit your codebase, identify every issue, and get it production-ready.
- Full security audit and vulnerability fixes
- Performance optimization for real-world user load
- App Store / Play Store compliance and submission
- Architecture cleanup and technical debt resolution
- Cloud deployment on AWS or other providers
- Error handling, logging, and monitoring setup
Delivered in 1-2 weeks
Build My MVP From Scratch
You have an idea and want it built right from the start — fast, with AI acceleration, but with the architecture and security of a product built by a 25-year veteran. No cutting corners.
- AI-accelerated development for maximum speed
- Production-grade architecture from day one
- Secure, scalable, cloud-deployed on AWS or other providers
- App Store and Play Store submission and approval
- Mobile (iOS/Android), Web, or Full-Stack
- Investor-ready quality and documentation
Delivered in 3-4 weeks
Limited Time — $600 OFF Both Packages
Free consultation. No obligation. Let's talk about your project.
How It Works
Schedule a Call
Book a free consultation. Tell me about your project, where you're stuck, and what you need. I'll give you an honest assessment of what it takes to get it shipped.
I Audit & Plan
For rescue projects, I review your codebase and identify every security hole, performance bottleneck, and architectural issue. For new builds, I architect the solution and set up the foundation.
Build & Ship
Using AI to accelerate and my 25 years of experience to ensure quality, I build or fix your project, deploy it to the cloud, and get it live on the App Store, Play Store, or web.
Common Questions
I already have working code from AI. Why do I need you?
AI-generated code often works in development but fails in production. Common issues include hardcoded secrets, no input validation, no rate limiting, memory leaks, and architectures that can't handle concurrent users. I find and fix all of these before your users do.
What if my app is built with a framework or language you don't know?
In 25 years, I've worked with dozens of languages and frameworks. React, React Native, Flutter, Swift, Kotlin, Laravel, Node.js, Python, Go, and more. Combined with AI tools, I can get up to speed on almost any stack quickly. If your project is in something truly obscure, I'll tell you upfront during our free consultation.
What does "AI-accelerated" actually mean?
I use the same AI coding tools you do — plus custom fine-tuned models and orchestration systems I've built myself. The difference is I know when to trust the AI output and when to rewrite it. This means you get the speed of AI with the reliability of a senior engineer.
What cloud providers do you work with?
I have extensive experience with AWS, and also work with Google Cloud, Azure, DigitalOcean, Linode, and other providers. I'll recommend the best fit for your project's needs and budget.
What happens after the project is delivered?
You own everything. All code, all accounts, all infrastructure. I also offer ongoing fractional IT services if you want continued support, maintenance, or feature development through my monthly subscription plans.
Ready to Ship Your Product?
Whether you need to rescue a vibe-coded project or build a new MVP the right way from the start, let's talk. The consultation is free, and I'll give you an honest assessment of exactly what your project needs.
Rescue: $1,599
Starting at $999
New MVP: $2,199
Starting at $1,599
Limited time offer — $600 OFF
No obligation. No pressure. Just a conversation about your project.