Your "Vibe Coded" App is a
Ticking Time Bomb.
Vibe coding and AI prototyping feel like magic—until real users log in. Bridge the gap between an AI demo and a scalable business.
The Reality of Vibe Coding
You built your MVP in a weekend. You used Cursor, Replit, or v0, and it felt incredible. You "vibed" the code into existence, prompting your way to a working product without writing a single line of tedious boilerplate. It looks great. It works on your machine.
Prompting Skill Gap
Non-coders can't prompt for security. You get 'working' code that's wide open to attacks.
Silent Side Effects
Ai fixes bugs in isolation, often breaking three other things in the process.
Security Blindspots
Prototypes ignore error handling. One bad input can crash your entire business.
Maintenance Dead Ends
Write-only code. Looks good now, but impossible to extend in 3 months.
Why This Happens
"Vibe coding" skips the boring but critical engineering decisions that keep software alive.
The Architecture Void
AI generates code in isolated chunks. It doesn't plan a cohesive system architecture. It doesn't think about how your database schema will handle 10,000 concurrent users or how to structure your API for long-term maintenance.
No Ownership Model
When the AI writes the code, who owns the logic? If a specific edge case fails, you can't just "prompt" your way out of a race condition or a memory leak. You need an engineer who understands why the code works, not just that it works.
The Security Blindspot
AI models prioritize "making it work" over "making it secure." They often hardcode secrets, skip input validation, or use deprecated libraries. In a prototype, this is fine. In production, it’s a lawsuit waiting to happen.
Technical Debt on Day 1
Speed has a price. Vibe coding creates massive technical debt instantly. Spaghetti code, lack of types, and inconsistent patterns mean that eventually, you hit a wall where you can no longer move fast—or at all.
Know The Difference
The difference between a "working demo" and "production software" is invisible to the user, but fatal to the business.
| Feature | AI Prototype / Vibe Code | Production-Ready Software |
|---|---|---|
| Stability | Works on "Happy Path" | Handles errors, edge cases, & outages gracefully |
| Scalability | Breaks under load | Auto-scales with traffic spikes |
| Security | Minimal / Non-existent | Audit-ready, encrypted, & complacent |
| Maintenance | "Prompt and pray" | Structured, typed, & documented |
| Data Integrity | Loose schemas, potential data loss | ACID compliance, backups, & migrations |
| Business Risk | High (Critical failure likely) | Low (Managed risk & monitoring) |
Who This Is For
We are not here for hobbyists. If you are building a tool for yourself or a small fun project, keep vibe coding. It’s amazing for that.
BitPalm is for:
Founders who have partially built a product with AI and are ready to take money from customers.
Startups seeing traction but paralyzed by fear that their tech stack will collapse.
Companies who need to audit their AI-generated codebase before a launch or investment round.
Visionaries who want to keep moving fast but need a solid foundation to build upon.
Clarity & Control
The Codebase Reality Check & Audit
We dive into your GitHub repo. We deploy high-level static analysis and manual code review. We identify security vulnerabilities, scalability bottlenecks, and architectural "dead ends."
Stabilization & Architecture Injection
We don't just fix bugs; we fix the system. Imposing strict Type safety, setting up proper CI/CD pipelines, securing the database and API layers, and refactoring the core logic that AI messed up.
The Production Foundation
With a stable core, we help you scale. We implement monitoring, error tracking (Sentry), and performance optimization. You now have a platform that handles 10x or 100x your current load.
Clear & Predictable Pricing
No hidden fees. Just elite engineering.
Reality Check Audit
The essential diagnosis to know exactly what is broken before it crashes your business.
3-5 Days Delivery
- Complete Architecture Review
- Security & Vulnerability Scan
- Database Scalability Assessment
- Technical Debt Evaluation
- Red/Yellow/Green Executive Report
The Turnkey Rescue
We take over the codebase, fix the critical issues, and set up a foundation for infinite scale.
2-8 Weeks Execution
- Everything in the Audit
- Full Codebase Stabilization
- Strict TypeScript Injection
- CI/CD Pipeline Setup
- Dedicated Lead Engineer
- Performance Overhaul
Common Questions
Answering your anxieties.
Is "vibe coding" bad?↓
Can AI-generated code really be used in production?↓
Do you have to rewrite everything?↓
Why does "professional" software take longer?↓
What does a Software Audit include?↓
Can you manage our infrastructure too?↓
Stop Building on Quicksand.
You have validated your idea. Now secure your business. Don't let technical debt kill your momentum. Let BitPalm turn your AI prototype into a scalable market leader.
Free 15-minute triage call. No judgment, just engineering.
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