Outcomes/Managed Vibe-Coded Apps
Managed
Managed Vibe-Coded Apps
We'll take the app after we inspect it.
Built in Cursor, Lovable, Replit, or Bolt — already live or about to ship. We'll take it after we inspect it.
System shape
How we approach it
Paid inspection first. We read the repo — or the plan — and write down what is solid and what is dangerous. Monthly only if both sides say yes. A Neurocell engineer in your GitHub only if we take the app. You keep the writeup either way.
Examples
Concrete jobs this outcome is built for.
01
Already live from an AI builder
Cursor, Lovable, Replit, or Bolt got something on screen. Users, payments, or data are now on it, and nobody is operating the system.
02
About to vibe-code
The product does not exist yet, but you will ship it from an AI builder. You want an engineer ready when it has to hold.
03
Preview shortcuts, live traffic
Env files, open buckets, or unauthed admin were fine for a demo. Reckless once the same repo holds customers.
Where this creates value
Jobs this outcome is hired to do.
- 01Someone on the software after the builder ships
- 02Secrets and access hardened before they become a blast radius
- 03An engineer in a GitHub org you own
- 04A written inspection even if we refuse
What engineering includes
The build work behind the outcome.
- Paid inspection of a live repo or a plan to vibe-code
- Secrets, access, recoverability, and evals
- Hardening what reaches users
- Operate after take-on: incidents, uptime, changes
- Portable infrastructure in an org you own
How delivery works
Inspection first. Monthly only if we take it.
01
Paid inspection
We read the repository — or the plan — and write down what is solid and what is dangerous. Plain language. In writing.
02
Take or refuse
Monthly only if both sides say yes. A No still leaves you with the inspection.
03
Engineer in your GitHub
If we take it: one Neurocell engineer on the software, in an org you own.
04
Operate what is live
Changes, incidents, uptime. Month to month. You still own the code.
What you walk away with
Typical deliverables for a scoped engagement.
Technical depth: Full-stack AI products
Have a vibe-coded app that has to live?
Bring the repo — or the plan to vibe-code. We will tell you if we will take it. We reply within 1 business day.
What we cover
- The repo, or the plan to vibe-code, and why it has to live (10 min)
- What is already dangerous: secrets, access, data, operability (10 min)
- Whether a paid inspection — and monthly take-on — is the right next step (10 min)