Security and privacy
Auth, permissions, secrets, client/server trust boundaries, data exposure, and dependency risk.
For founders shipping AI-built software
AI-Built App Launch Readiness Reviews
Get a practical technical review before customers, investors, or production traffic find the weak spots. vibeCleaners identifies fragile code, security gaps, scaling risks, and the fixes that matter first.
- 3-5 days
- typical turnaround
- $750
- pilot reviews
- $1,500+
- standard reviews
The problem
AI can get your app working. It does not prove the app is ready.
Generated software often passes the demo path while hiding weak auth boundaries, missing validation, brittle deployment setup, duplicated business rules, and unclear data risk. The review gives you a clear fix order before launch pressure makes every decision more expensive.
What gets reviewed
A practical pass across the places vibe-coded apps usually break.
Data and correctness
Validation, schema design, migrations, critical writes, business rules, and edge cases.
Architecture
Generated code sprawl, module boundaries, duplicated logic, coupling, and maintainability.
Scalability
Expensive queries, background work, caching, bottlenecks, and paths from MVP to real usage.
Operations
Environment setup, deploys, rollbacks, logs, error monitoring, CI, and production readiness.
Product risk
Critical user flows, launch blockers, user-visible failure modes, and what can safely wait.
Packages
Start with a bounded review. Turn findings into fixes when needed.
Best first step
Launch Readiness Review
$1,500+
Risk-ranked findings, evidence, launch blocker list, improvement roadmap, and a walkthrough call.
Request reviewFirst 2 customers
Pilot Review
$750
A discounted launch readiness review in exchange for permission to use an anonymized testimonial or case study.
Ask about pilotFollow-on work
Stabilization Sprint
$3k+
Implementation support for the highest-priority findings: tests, hardening, refactors, deployment, or scaling work.
Scope a sprintDeliverable
You get a fix order, not a pile of vague cleanup notes.
The report separates confirmed risks from assumptions, explains customer impact, and turns findings into a roadmap for launch, the next 30 days, and later scaling.
View sample report
Priority
Area
Action
1
Security
Enforce server-side admin checks.
2
Data
Add validation to critical writes.
3
Ops
Add structured error tracking.
4
Code
Consolidate duplicated business rules.
Process
Simple enough to start this week.
-
01
Intake
Share the app, repo access, goals, stack, deadlines, and known concerns.
-
02
Review
I inspect critical flows, code structure, security boundaries, data, deployment, and operations.
-
03
Report
You receive prioritized findings with evidence, impact, effort, confidence, and recommended fixes.
-
04
Stabilize
If useful, the highest-priority findings become a focused implementation sprint.
Request a review
Tell me what you built and what you are worried about.
This form is intentionally short. After you send it, the next step is confirming scope, access, timing, and whether a launch review or stabilization sprint is the right fit.
vibeCleaners