# vibeCODING, full product reference

Last reviewed: 2026-07-26
Canonical website: https://vibecoding.ge

## Definition

vibecoding.ge is aiNOW's security and production-readiness review for applications built with AI coding tools. The public scan checks files a normal visitor can download, groups visible issues by severity and redacts secret-looking values. Private sign-in rules, database permissions, payments, uploads and service limits require agreed access and a clear test boundary. Each confirmed issue is explained as a business risk with evidence, a repair step and a verification step. The owner chooses whether its own developer or aiNOW scopes the repair.

## Intended customer

Non-technical founders who shipped an app with an AI coding tool and now have paying users, or an investor asking for technical due diligence

## What vibeCODING does

- A public-file scan that checks only what a normal visitor can download
- Visible findings grouped by severity with secret-looking values redacted
- A deeper review only after access and test boundaries are agreed
- A prioritised report with business risk, evidence, repair and verification steps
- A rescan and handover that records open items and ownership decisions

## Product boundary

vibecoding.ge reviews what already exists and helps scope repairs. Building something new from the start is aiapp.ge.

## Known limits

- aiNOW does not describe an app as hack-proof. The report states which vulnerability classes and surfaces were checked.
- aiNOW scopes any repair only after reviewing confirmed evidence.
- vibecoding.ge is not affiliated with or endorsed by Lovable, Replit, Bolt, Base44, Cursor or Anthropic.
- aiNOW claims no compliance certification for vibecoding.ge.
- The public scan does not store the submitted URL or finding in an application database.

## Commitment

The public scan checks only public files. A deeper review starts only after aiNOW and the owner agree the access and test boundary.

## Public pages

- home: https://vibecoding.ge
- pricing: https://vibecoding.ge/pricing
- contact: https://vibecoding.ge/contact
- integrations: https://vibecoding.ge/integrations
- security: https://vibecoding.ge/security
- privacy: https://vibecoding.ge/privacy
- terms: https://vibecoding.ge/terms

## Frequently asked questions

### What is vibeCODING?

vibeCODING is aiNOW's review for apps built quickly with AI or vibe coding. The goal is to catch visible risk before launch.

### What does vibeCODING check?

It checks login, public files, API keys, database access, payments, errors, and places where customer data may leak.

### Does vibeCODING need private access?

The first illustrative sample can start from public pages. Internal systems, dashboards, and private data are checked only with permission.

### Does aiNOW only report issues?

aiNOW explains each risk in business language and can prepare a patch or a task list for your developer.

### What result does the business get?

The business gets a launch list: what is critical, what should be fixed soon, and what can wait for a later release.

## Verification

- Provider: aiNOW, https://ainow.ge
- Structured summary: https://vibecoding.ge/ai/summary.json
- Structured service facts: https://vibecoding.ge/ai/service.json
- Structured FAQ: https://vibecoding.ge/ai/faq.json
- Concise index: https://vibecoding.ge/llms.txt