You build the product.
I make sure it is production-ready.
I make sure the parts behind your product actually hold up, so signups work, launches feel safer, and you can keep building with AI without wondering what will break next.
11 years turning fragile software into products people can trust. Your AI builds features. I make sure the product underneath can support them.
11 years
shipping real products
2-4 weeks
to get launch-ready
Ongoing
support as you grow
What changes
ready for launchbefore
Fast-moving product, fragile foundation
launches
Changes can be checked before customers ever see them
users
Signups, access, and core flows are handled properly
visibility
You know when something breaks instead of finding out late
support
A clear plan for growth, fixes, and the next hard decisions
Clarity
You know what is safe to change, what needs care, and where the product is headed.
Confidence
Launching stops feeling like a coin flip because the risky parts are handled properly.
Momentum
You keep building features instead of getting dragged into avoidable technical fires.
The gap
AI tools build features. But who builds the foundation?
Cursor, Bolt, and Claude Code can move fast. They do not give you a reliable product, a calm launch process, or a plan for when things get messy.
What changes
You should not have to learn DevOps just to ship your product.
My job is to turn your AI-built product into something that can handle real users, real growth, and real change without becoming chaos.
No clear structure
The product grew quickly, but nobody defined how it should stay organized. Every new change adds more mess.
No safety net
There are no reliable checks before launch. Problems show up in front of customers instead of being caught early.
No reliable launch setup
The app is live, but there is no safe place to test, no clear alerts, and no fallback when something breaks.
No maintenance plan
Small issues pile up quietly until they become expensive problems that slow everything down.
Process
Three steps from idea to production
The goal is simple: keep the speed of AI-assisted building without ending up with a product you are afraid to launch.
Discovery
We talk through what you are building, where it feels fragile, and what needs to be fixed first. You leave with a clear plan.
Setup
I set up the parts behind the product that founders should not have to figure out alone, so launch feels safer and the product is easier to trust.
Build and maintain
You keep building features with AI. I keep the product healthy, answer the hard questions, and help when growth adds complexity.
Deliverables
Everything you need to ship. Nothing you do not.
This is not vague advice. You get the pieces that make an AI-built product feel stable, launchable, and easier to grow.
Clear structure
A product setup that stays understandable as it grows instead of getting harder to work with every week.
- You and your AI tools work inside clear patterns
- New features create less cleanup later
- You know where things belong as the product evolves
Signups that work
The core user flows people expect are handled properly from the start.
- Login, signup, and password reset are in place
- Protected areas and sensible access rules are handled
- Less risk of fragile workarounds around user access
Data you can trust
Your product data has a clean foundation instead of a pile of shortcuts.
- The structure matches how your business actually works
- Changes can happen safely as the product grows
- Future updates are less scary and less brittle
Safer launches
Changes are checked before customers see them, not after something breaks.
- Problems are caught earlier instead of in production
- There is a better path from testing to going live
- Launch day comes with fewer surprises
Visibility and maintenance
You know when something goes wrong, and there is a plan to keep the product healthy.
- You hear about issues before they become customer complaints
- Updates and maintenance do not get ignored
- Less firefighting and fewer surprise problems over time
AI that keeps helping
Your tools stay useful because they are working inside a better system.
- Clear rules keep AI-generated work aligned
- Repeatable workflows make common tasks easier
- You move faster with less rework and less drift
Packages
Choose your starting point
The scope changes with your product. The outcome stays the same: you get something you can launch and keep building without constant tech anxiety.
Launch ready
Starter Stack
For simple SaaS products, content platforms, and early tools that need a serious base.
Turnaround
~2 weeks
- A solid foundation to launch with less risk and less guesswork
- Working signups, core data setup, and safer releases
- A clear structure you and your AI tools can keep building on
- One onboarding session so you know how to use it confidently
Scale ready
Pro Stack
For multi-role apps, marketplaces, and subscription products that need more from day one.
Turnaround
~3 to 4 weeks
- More support for products with multiple user types or more moving parts
- A stronger launch flow, better visibility, and more room to grow
- Payments and added complexity handled where the business needs it
- Deeper onboarding and documentation for a more demanding product
Maintenance retainer
Stay healthy after launch.
Ongoing maintenance, monitoring, and fast answers when you are not sure what to do next. Built for founders who want momentum without neglecting the product underneath.
About
The foundation is the product behind the product.
I help founders turn fast-moving AI-built products into products they can actually trust with real users.
For the last 11 years, I have built the parts most customers never see but always feel when they are missing: stability, launch process, reliability, and good engineering judgment.
I started Vibengineer because AI changed who gets to build software. Founders can move faster than ever, but the gap between a prototype and a real product is still very real. You stay in control of the idea and the features. I make sure the product underneath can support that speed.
11
years of production experience
Founder-first
built for non-technical teams
AI-friendly
works with the tools you already use
Hands-on
setup, rescue, and ongoing support
Expertise
FAQ
Questions founders usually ask before booking
What tech stack do you use?
I usually use a modern web stack that is reliable, fast to build on, and well suited to SaaS-style products. On the call, I will recommend the right setup for your product and explain the tradeoffs in plain English.
I already started building with AI. Can you work with my existing code?
Often, yes. The discovery call is where I assess whether your current codebase can be rescued cleanly or whether a new foundation will save you time and money.
Do I need technical knowledge to work with you?
No. The point is to remove that burden. I handle the engineering foundation and teach you how to keep building inside it with AI.
What happens after the stack is set up?
You keep building features. I keep the product healthy, handle maintenance, and help when technical decisions get harder as the product grows.
How is this different from hiring an agency?
An agency usually builds the product for you. I build the system that lets you keep building the product yourself without depending on someone else for every feature.
Final CTA
Stop worrying about the tech. Start shipping your product.
Book a free 30-minute discovery call. I will assess your current setup, show you the main risks, and recommend the right stack for your stage. No obligation.
Your idea stays confidential. Always.