- Vibe Code Finisher
You Built It.
It Almost Works.
We Ship It.
You vibe-coded 80% of your app with Cursor, Bolt, or Claude. Now you’re stuck on auth, deployment, and the 47 edge cases AI can’t figure out. That’s exactly where we start.
The Vibe Coding Crisis
53%
found security issues AFTER shipping AI code
2,000+
vulnerabilities found in 5,600 vibe-coded apps
45%
of AI-generated code has OWASP Top 10 flaws
10.5%
of AI code is actually production-secure
Sources: Veracode, Escape.tech, Carnegie Mellon, CodeRabbit (2025-2026)
“Vibe coding your way to a production codebase is clearly risky.”
— Simon Willison, Creator of Datasette
The 80% Wall
Everyone Hits It.
Almost Nobody Gets Past It.
You’re not imagining it. The tools that got you 80% of the way are fundamentally incapable of getting you the last 20%.
Karpathy himself admitted it: “Sometimes the LLMs can’t fix a bug so I just work around it or ask for random changes until it goes away.”
That works for weekend projects. It doesn’t work when you’re trying to charge customers money.
“AI agents are optimized to provide a working answer, fast. They are not inherently optimized to ask critical security questions.”
— Palo Alto Networks Unit 42
The gap between “it works on my machine” and “it works in production” is where dreams go to die. We live in that gap.
“Auth is broken and I don’t know why”
Password reset loops. Session tokens expiring randomly. OAuth callbacks that work locally but fail in prod.
“The database just… deleted everything”
SaaStr founder documented Replit’s AI deleting his entire database despite explicit instructions not to. You’re not alone
“It works locally but not when I deploy”
Environment variables. CORS. SSL certs. CI/CD pipelines. The gap between localhost and production is a canyon.
“I keep asking for fixes and it makes it worse”
Every “fix” breaks something else. The code is spaghetti. You’ve lost track of what does what. Sound familiar?
“I’ve been ‘almost done’ for three weeks”
Every day you tell yourself today’s the day. Every night you’re in the same place. The 80% wall doesn’t move.
You’re Not Alone
The Entire Industry Is Vibe Coding. And Hitting the Same Wall.
This isn’t a niche thing you stumbled into. It’s the fastest-growing movement in software — with a massive, systemic problem nobody’s solving.
$2B
Cursor’s ARR as of Feb 2026
Doubled in 3 months
25%
of YC W25 startups are 95%+ AI-coded
Y Combinator, Mar 2025
97%
of developers use AI coding tools
2025 Industry Survey
#1
“Vibe coding” — Collins Word of the Year
Collins Dictionary, 2025
“2025 is the year that AI crossed a capability threshold necessary to build all kinds of impressive programs simply via English, forgetting that the code even exists. Vibe coding will terraform software.”
— Andrej Karpathy, OpenAI Co-Founder, coined “vibe coding”
Two Paths to Shipped
We Don’t Tell You to Start Over.
We Start Where You Stopped.
Whether you’re 80% done with your vibe code or need a ground-up build, we’re the engineering team that closes the gap.
From 80% to Shipped
You built it. We finish it.
You used Cursor, Bolt, Replit, or Claude to build something real. It works — mostly. Now you need professional engineering to handle the 20% that AI can’t: auth, deployment, security, and production polish.
- Security audit & vulnerability fixes
- Authentication & session management
- Database optimization & migration
- CI/CD pipeline & deployment
- Error handling & edge cases
- Production monitoring setup
$2,000 – $8,000
10-40 hour blocks at $200/hr
Perfect For
Anyone with working code that needs professional finishing — technical founders, ops teams who learned to code, solopreneurs.
Ground-Up Development
Full MVP. Modular. Fast.
You have a clear product vision but no code yet. We design, build, and deploy your complete MVP using our AI Directed Engineering methodology — faster and cheaper than a traditional agency, without the vibe coding risks.
- Full product design & architecture
- Module-by-module development
- Demo at every phase checkpoint
- QA testing & code review
- Mobile or web deployment
- Post-launch support options
$28,000 – $72,000+
$8,000 per 40-hour module • 6-10 weeks
Perfect For
Founders ready to build, companies launching new products, anyone who wants a production MVP without hiring a full-time team.
Sound Familiar?
Real Situations. Real Solutions.
These aren’t hypotheticals. These are the conversations we have every week with founders just like you.
Technical Founder
“I built the whole thing in Cursor over a weekend. Now I can’t deploy it.”
Former PM at a FAANG. Built a functional SaaS prototype in 3 days. Spent 3 weeks trying to get it live. Vercel keeps failing, Supabase auth is broken, and every fix creates two new bugs.
Stuck on: Deployment, auth flow, environment variables
We took his code, fixed the auth architecture, set up proper CI/CD, and had him live in 4 days.
Ops Manager Turned Builder
“I automated our entire dispatch workflow. But it crashes every Tuesday.”
Operations lead at a 50-person field service company. Used Claude to build an internal scheduling tool that cut dispatch time by 60%. Except it fails randomly, loses data, and nobody trusts it.
Stuck on: Error handling, data persistence, reliability
We refactored the database layer, added proper error handling, and built monitoring. Zero crashes in 6 weeks.
Solo SaaS Founder
“I’ve been ‘one week from launch’ for two months.”
Bootstrapped founder building a niche B2B tool. Has paying customers waiting. Every time she fixes one thing, something else breaks. Can’t charge money for software this fragile.
Stuck on: Payment integration, user management, stability
We implemented Stripe, fixed the user auth system, and hardened the entire app. She launched the next week.
Agency Owner
“My client’s AI prototype looked amazing in the demo. Now it’s my problem.”
Marketing agency promised a client an AI-powered tool. Used Bolt to build a working prototype. Client loved it. Now it needs to actually work at scale, and the agency has no idea how to ship it.
Stuck on: Scaling, security, production architecture
We took over the build, restructured for production, and deployed. Agency kept the client. We’re now their go-to for AI finishing.
How It Works
Buy Blocks Of Engineering Time.
We Ship Your Product.
Simple, transparent pricing in 10-hour blocks. No ongoing contracts, no surprises.
Starter Block
$2,000
10 Hours of Engineering
Perfect for products that are close… just need deployment, bug fixes, and production polish to go live.
Most Popular
Builder Block
$4,000
20 Hours of Engineering
For products needing architecture restructuring, testing, and full deployment pipeline setup.
Launch Block
$8,000
40 Hours of Engineering
Full product finishing… architecture, testing, deployment, monitoring, and post-launch support.
Need a Full MVP Build?
No vibe code to start from? We build from scratch.
Our Accelerated MVP Build uses AI Directed Engineering to ship production-ready products in 6-10 weeks — with none of the security risks of pure vibe coding. Design, build, test, deploy. Module by module. Demo at every phase.
Starting at
$28K
3-module MVP
Why Us
What Are Your Other Options?
Be honest with yourself. You’ve been trying the other paths. How’s that going?
| Option | Keep Vibe Coding | Hire a Freelancer | Traditional Agency | Faction |
|---|---|---|---|---|
| Time to Ship | ∞ (stuck at 80%) | 2-4 weeks (maybe) | 3-6 months | Days to weeks |
| Cost | Your sanity | $5K-$15K (plus rework) | $50K-$150K+ | $2K-$8K |
| Security Review | None (53% ship flaws) | Maybe, if they remember | Usually included | Always |
| Understands Vibe Code | N/A | Usually refuses to touch it | “Start over” | It’s all we do |
| Communication | Talking to yourself | Timezone roulette | Weekly status calls | Async, US-based |
| Ownership | Yours | Usually yours | Depends on contract | 100% yours |
You’ve Read Enough
Stop Circling.
Start Shipping.
You’ve been stuck at 80% for weeks. Every day that passes is another day your competitor gets closer. Another day your runway burns. Another day your idea stays trapped in localhost.
Not sure which path? Book a free 30-minute call. We’ll tell you honestly if we can help — even if the answer is “keep vibe coding, you’re closer than you think.”
53% of teams ship AI code with security flaws they don’t find until later.
We’re the team that finds them before your users do.