Post-Vibe-Coding

YOUR AI
BROKE
YOUR BUILD

Bolt gave you spaghetti. Cursor trapped you in entropy loops. v0 can't scale past 100 users.

We turn AI-generated mess into investor-ready systems.

Rescue my product →Show me numbers
Average Failure Rate
0%
of vibe-coded apps fail investor due diligence
Metric #1
0%
Fail due diligence
Metric #2
0.2
Weeks to chaos
Metric #3
0
Days to production
Metric #4
0%
Pass rate with us
The Reality

You've been
sold a dream.
Here's what
happened.

$47K
BURNED
#01

The Prototype Trap

Just shipped my MVP! Bolt generated it in 2 hours.

Reality: Prototype code isn't production code. No error handling. No security. Technical due diligence killed the deal.

6MO
LOST
#02

The Entropy Loop

Every AI fix breaks something else.

Reality: AI doesn't understand system architecture. You're not debugging—you're fighting entropy.

3X
PIVOTS
#03

The Scale Wall

It works on my machine. Why is it crashing?

Reality: AI optimizes for demos, not scale. Production is where vibe coding dies.

89%
FAIL
#04

The Vision Gap

The AI built what I asked for. Users hate it.

Reality: Built what AI suggested, not what users needed. Just sunk cost.

The NODE23 System

We use AI.
But we know
what it can't see.

DAY 1-2

Audit + Architecture

Reverse-engineer what AI built. Identify structural flaws. Design scalable foundation.

Deliverable
Technical roadmap
WEEK 1-2

Core Rebuild

Database optimization. Authentication. Error handling. Test coverage. The boring stuff that works.

Deliverable
Production-grade systems
WEEK 2-3

Scale + Ship

Monitoring. Caching. Deployment pipelines. We don't leave until it handles real traffic.

Deliverable
Live MVP
Average Timeline
0 DAYS
From Broken to Funded

Ready to
fix this?

Stop burning runway on unmaintainable code. Turn your AI prototype into a fundable product.

→Response:< 4 HOURS
Message us on Upwork →