Your app technically exists
It works just enough to demo, but breaks under normal use or falls apart when someone new touches it.
Finishline Service
Turn your vibe-coded prototype into a sellable MVP path.
Vibe 2 Live helps non-technical founders and small teams take a partially working application built with AI tools, templates, freelancers, or ad hoc development and turn it into a clear path toward a real MVP.
- Veteran-owned U.S. software consulting
- U.S.-based development talent only
- Focused on prototype-to-MVP finishing
- Practical assessment before implementation
You're in the right place if...
Your app exists, but you do not trust it enough to sell it.
You used AI tools and do not trust the code
The app came together through vibe-coding, templates, freelancers, or ad hoc help, and now the logic feels unsafe.
You are stuck between fix and rebuild
You do not know which pieces are worth saving, which are dangerous, and where the real MVP line should be.
You need something sellable
You want an MVP you can demo to buyers, pilot with users, or put in front of early customers without constant fear.
You need a real estimate
You are done with hand-wavy guesses and want a scoped path with assumptions, exclusions, and risk notes.
You need senior judgment
You do not need more prototype chaos. You need someone who can tell you plainly what is reusable and what is not.
Not the right fit when
- Idea-stage concepts with no product artifacts yet
- Equity-only development requests
- Enterprise staff augmentation searches
- Free technical triage with no budget or timeline
Problem framing
When a prototype looks close to done, it is often far from sellable.
Your app may exist, but that does not mean it is ready to sell. That is common, and it is fixable, but only if someone evaluates the actual state of the software instead of guessing from the surface.
Hidden rework
Prototype shortcuts often hide core rebuilds that only show up when you try to ship.
Security and auth gaps
Broken authentication, permission leaks, and exposed secrets are common in AI-generated or rushed code.
Unstable workflows
The happy path may work, but edge cases, retries, and normal user behavior often break the product.
Undocumented logic
No one is fully sure how the app works, which makes every change slower and riskier.
Fragile deployments
Infrastructure, environment variables, and release steps are often manual, inconsistent, or missing.
Confusing data models
Entities drift, relationships are unclear, and new features pile onto a model that was never designed for growth.
Service overview
What Vibe 2 Live actually does.
Step 1
Desired End State Interview
What happens: We define what a sellable MVP actually means for your product, who it needs to serve, and what “done enough” looks like.
Why it matters: Without a clear target, teams waste money polishing the wrong things or rebuilding too much.
What you get: A documented desired end state and target MVP definition.
Step 2
Code Audit
What happens: We inspect the current codebase, product workflows, infrastructure, and obvious risk areas to understand what is real and what is brittle.
Why it matters: This is where we separate salvageable progress from dangerous assumptions.
What you get: A current-state code assessment with a risk summary and gap analysis.
Step 3
MVP Estimate and Recommendation
What happens: We map the gap between what you have and what you need, then recommend whether the right move is finishing, partial rebuild, or broader redesign.
Why it matters: You need a credible path, not false confidence.
What you get: A scoped estimate with assumptions, exclusions, and implementation recommendations.
Step 4
Build and Launch MVP
What happens: If the fit is right, Finishline can execute the plan, harden the critical paths, and push the product toward a real MVP launch.
Why it matters: The assessment is meant to lead to practical execution, not endless discovery.
What you get: A build path focused on a demoable, pilotable, sellable MVP.
Deliverables
What you walk away with.
- Documented desired end state
- Target MVP definition
- Current-state code assessment
- Risk summary
- Gap analysis
- Recommended implementation path
- Scoped estimate
- Assumptions, exclusions, and risk notes
- Optional post-launch support paths
Concrete outputs, not another vague sales call.
The point of the consultation and assessment path is to give you something you can use: clearer judgment, clearer scope, and a better answer to whether the next move is to finish, rebuild in part, or redesign more deeply.
Why Finishline
Why founders use Finishline for messy software projects.
Veteran-owned U.S. firm
Finishline is veteran-owned, and we state that plainly without pretending it is a substitute for technical substance.
U.S.-based personnel only
Clients work with U.S.-based talent that stays close to the product, the tradeoffs, and the delivery reality.
Rescue work is the point
We are comfortable entering brown-field software reality instead of pretending every project starts clean.
We will tell you when not to polish bad code
If a partial rebuild is smarter than saving the existing implementation, we will say so.
Practical path to MVP
The goal is a credible MVP path with clear deliverables, not a vague discovery loop.
No product-market-fit theater
We do not guarantee demand. We help you understand whether the software can become something credible enough to demo, pilot, and sell.
Comparison
Vibe 2 Live vs. starting over vs. generic custom development.
| Decision point | Vibe 2 Live | Full Custom Development | Keep patching it yourself |
|---|---|---|---|
| Requires existing product artifacts | Yes. Best when an app, repo, demo, or screenshots already exist. | Not necessarily. Better for new builds that start from a clean scope. | Yes, but you stay responsible for every unknown. |
| Includes code audit | Yes. Audit is core to the offer. | Sometimes, but usually after the project is already framed. | Only if you know how to perform one. |
| Includes MVP path | Yes. Defining the target MVP is one of the main outputs. | Yes, but usually for a product being planned from scratch. | Usually not. Effort gets spent on immediate fixes instead. |
| Fit for messy AI-generated code | Strong fit. | Sometimes, but not the primary use case. | Only if you are prepared to own the rework risk. |
| Fit for idea-stage concepts | No. This is not for zero-artifact ideas. | Better fit when the product still needs to be defined from zero. | Not relevant. |
| Implementation available after estimate | Yes, if the project is a fit. | Yes. | Only through your own team. |
| Intended buyer | Founders and small teams stuck between “it exists” and “it is sellable.” | Teams funding a broader product build. | Operators willing to absorb the risk and uncertainty personally. |
Not ready to book?
Send us your prototype details instead.
Use this short form if you want to share context before scheduling. We review every inquiry and respond by email, so sanitized links, screenshots, and concise notes are enough.
FAQs
Common questions before a consultation.
Can you work with AI-generated code?
Yes. That is one of the main reasons this service exists. We evaluate what can be reused, what needs hardening, and what should be rebuilt.
What if the codebase is too messy to save?
We will tell you. The point is not to defend sunk cost. The point is to define the smartest path to a sellable MVP, even if that means a partial rebuild.
Do you guarantee product-market fit?
No. We do not guarantee demand. We help you understand whether the software can become something credible enough to demo, pilot, and sell.
Do I need a finished spec before talking to you?
No. You do need artifacts that show what exists today: an app, repo, demo, screenshots, or a clear walkthrough of the current state.
Can you just audit and estimate without building?
Yes. Some clients want the assessment and recommendation first so they can decide whether to continue with Finishline or use the outputs internally.
Do you work for equity only?
No. Vibe 2 Live is a paid service for buyers who need practical software judgment and implementation options.
How much of my existing app can usually be reused?
It varies. Some prototypes have a usable spine and just need disciplined hardening. Others need targeted rebuilds around auth, data models, or critical workflows.
Do you provide post-launch support?
Yes, when it makes sense. We can outline post-launch support or broader Finishline delivery paths once the MVP plan is clear.
Next step
Know whether your app can become a sellable MVP.
We will review what you have, define the target outcome, and help you understand whether the right next step is finishing, partial rebuild, or broader redesign.