Engine Start

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80% Complete is 100% Broken

Your AI App Isn't Broken.
It's Just Not Production-Ready.

We transform AI prototypes into production-ready products in 15 days.

Prototype
Production
1/15

Rescue Sprint

Fragile · InsecureStable · Scalable

The Problem

Vibe Coding Gets You 80%.
The Last 20% Kills the Project.

You built it. It works on your screen. The demo looks amazing.

But then you hit:

Authentication chaos
Payment failures
Role & permission conflicts
Deployment nightmares
Security vulnerabilities
Spaghetti backend logic

Painful, right? We can help.

Talk to an Engineer

The Reality

Going Live Is The Most Dangerous Stage.

The idea isn't the hard part. Development isn't the hard part.

Transitioning to real users is.

Data must be protected
Payments must be reliable
Systems must scale
Downtime costs money
Security breaches destroy trust
AI tools don't build production layers by default.
MGA – Production Rescue Sprint

15 Days. Structured. Layered.
Done right.

1

Audit & Refactor

We remove fragility and anti-patterns.

2

Production Layers

Auth, payments, and security installed.

3

Hardening & Deploy

Version 1 — Production ready.

Production Ready v1.0

Side by Side

Demo and Business

Prototype

  • Looks finished
  • Feels complete
  • Breaks under real load
  • Security vulnerabilities
  • Unstable payments

Production

  • Stable
  • Secure
  • Scalable
  • Revenue-ready
  • Production architecture

Ready to make the switch?

Start Your Sprint
Warning Signs

Are You Stuck In Prototype Purgatory?

Built with Lovable, Bolt, Replit, or similar

Burned credits but can't go live

Payments are unstable

Scared of security issues

Want to scale without rebuilding

80% of AI apps never make it to production
15

The Sprint

15 Days.

Structured Sprint.

Day 1–3

Deep-dive Audit

Codebase analysis

Day 3–5

Architecture Plan

Restructure design

Day 5–10

Production Layers

Auth, payments, infra

Day 10–13

Security Hardening

Pen-test & harden

Day 13–15

Launch Ready

Deploy & monitor

From chaos to production in 15 days
Production Engineering

We Know Where Yours Will Break. We Fix It First.

Auth fails at scale

Session leaks & token chaos

DB won't survive

No indexing or pooling

Payment edge cases

Refunds & webhook gaps

Deploy catastrophe

No rollback strategy

Rescued every tool

Lovable, Bolt, Replit...

15 days. No excuses.

Precision engineering

Stop Shipping Prototypes.
Start Shipping Products.

Stable, secure, and scalable. We make it happen in 15 days.

No lock-in·Your stack·15 days delivery