Got Your App 80% Built with AI?
We Fix the Messy Code & Hand-Code the Final 20% to Launch.
Stop wrestling with infinite prompt loops and broken code. We clean up messy AI code, wire production databases (Supabase, Firebase, Postgres), connect payment APIs (Stripe, Razorpay), and deploy secure cloud infrastructure on AWS & GCP.
ENGINEERED TO SUPPORT BUILDS & TECH STACKS FROM:
The AI Refactoring Wall
Why AI Builds Get Stuck & How Senior Engineers Finish Them
Natural language prompts work great for quick UI layouts. But when you need robust database security, webhook reliability, and cloud scalability, human engineering is required.
Raw AI Code vs. WEBSPOTTERZ Production Engineering
AI tools frequently omit Row Level Security (RLS) rules, exposing private tables directly to client-side JS calls.
AI code often drops payment webhook events, leading to unverified subscriptions and broken user access state.
AI apps expose secret API keys inside frontend environment variables and lack Docker auto-scaling configs.
// RAW AI GENERATED CODE (VULNERABLE)
import { createClient } from '@supabase/supabase-js';
// ❌ EXPOSING SERVICE ROLE KEY TO CLIENT
const supabase = createClient(
process.env.NEXT_PUBLIC_SUPABASE_URL,
process.env.NEXT_PUBLIC_SUPABASE_SERVICE_ROLE_KEY
);
export async function POST(req) {
const body = await req.json();
// ❌ NO WEBHOOK SIGNATURE VERIFICATION
await supabase.from('users').update({ isPaid: true });
return Response.json({ success: true });
}Specialized Engineering Services for Launch
We eliminate the technical hurdles that prevent AI prototypes from becoming high-revenue businesses.
1. AI Code Refactoring & Optimization
We clean up messy, duplicate AI-generated codebases, fix state mutation bugs, eliminate hallucinated infinite loops, and restructure your component tree for high execution speed.
- Dead code elimination & bundle size reduction
- Fixing React/Next.js re-render loops
- State management refactoring (Zustand, Redux, Context)
2. Database Architecture & Setup
We replace fragile mock databases with production-ready Supabase, Firebase, or PostgreSQL setups. Includes schema normalization, foreign key constraints, and strict Row Level Security.
- Supabase / Postgres Row-Level Security (RLS)
- Firebase Firestore Security Rules & Indexes
- Spreadsheet-to-Database data migration pipelines
3. Payment APIs & Backend Integrations
We reliably connect your application frontend to payment gateways like Stripe or Razorpay, ensuring multi-currency processing, subscription webhooks, and secure user entitlements.
- Stripe Billing, Checkout & Webhook Handlers
- Razorpay Subscription & Payment Gateway Setup
- Custom API Middleware & Third-party Webhooks
4. Cloud Infrastructure & AWS/GCP Deployment
We architect secure cloud environments on AWS or GCP, set up automated CI/CD pipelines, configure custom domains with SSL, and enforce environment variable security.
- AWS ECS, EC2, Lambda & CloudFront setup
- Google Cloud Run, App Engine & Docker pipelines
- Automated GitHub Actions CI/CD & SSL Certificates
Structured Launch Pipeline
3 Steps to a Production-Ready Application
Repo Audit & Scope Review
Share your GitHub repo or AI export. Our senior developers analyze the code structure, database dependencies, security gaps, and payment flows within 24 hours.
5-Day Engineering Sprint
We refactor messy AI logic, establish production database connections (Supabase/Postgres), implement payment webhooks, and hand-code missing features.
Secure Production Launch
We configure AWS/GCP cloud environments, verify security compliance, issue custom domain SSL certificates, and hand over 100% full IP ownership to you.