Built with vibe coding
Ship after expert review

Check services built with AI tools like Claude, Cursor, and Lovable
Upload your code and see a transparent quote right away.

Drag and drop your code ZIP, or click to select

Up to 100MB · Zip your project root and upload it

$000Avg. quote
3 daysAvg. review time
10+Projects delivered
3,257Avg. LOC

As of 2026.07.01

Service

Cestdi is
with you

From launch to operations, we stay by your side for the service you built with vibe coding.

01

We don't have
a developer

Former-CTO working experts with 10+ years each in Web, Backend, Android, and iOS review the code you built with vibe coding in detail.

The review report also covers what you'll need for operations — env variables, cloud deployment, and more.

Review report
SecurityRe-verify payment amount on serverCritical
Ops.env key hardcoded in sourceWarning
DeployCloud region & cost guidanceNote
02

Outsourcing quotes vary so wildly,
how do I even choose?

A transparent pricing system means fair prices for extra work. You can outsource just a single feature, like payments or social login.

We also handle the hard parts for you — building the admin dashboard and PG payment approval.

Per-feature outsourcing
Email & notifications$100
Image & file upload$75
Realtime chat & alerts$250
Payment (PG) integration$220

Outsource only the features you need.

03

Keep vibe coding,
we'll keep checking it

Focus on validating your market. We'll keep verifying it's built right, every time you deploy.

We'll keep watching at a reasonable cost, so your launches, edits, and deploys stay just as fast.

Recurring review
a1b2c3featpayment form UIMerged
d4e5f6featPG integrationMerged
9fa2e1fixserver-side amount checkMerged
7c4a8btestpayment failure casesMerged
f7a8b9featpartial refundIn review
04

Am I doing
vibe coding right?

Going it alone without dev knowledge has its limits. Prompt and rule setup changes your code quality — we'll help you get it right.

For our clients, we provide per-AI guides built on our review know-how.

Per-AI guides · for clients
Cl

Claude

CLAUDE.md

Cu

Cursor

.cursor/rules

Co

Codex

AGENTS.md

Get your quote in 5 minutes.
Feature

Based on the audit report,
we solve the problems with you

Solve issues together with Cestdi and ship with confidence.

Inspection Report
1

Scope of audit

Project
AI commerce web
Stack
Next.js · Supabase · Payments · Claude
Code size
9,227 LOC
2

Inspection scope

Payment security

3 items
  • HighAmount tampering protection
  • MedStock · balance · refund consistency

Login · Access

8 items

Login, session and access-control safety

Data · Secrets

8 items

Secrets, DB and storage access control

AI features

3 items
  • MedAI abuse · cost theft · prompt tampering
  • MedAI response handling stability

Web · Ops

11 items

Common web vulns · operational security

Reliability

10 items
  • MedBrute-force · abuse defense
  • LowMissing error handling
3

Findings · Fixes

HighUrgentSSRF — public API fetches internal network

api/link-preview/route.ts:104

FixAdd a DNS check before fetch to block private/reserved IPs. Fix before deploy.

MedNo HTTP security headers

no next.config

FixAdd CSP · HSTS · X-Frame · nosniff headers.

MedDebug logging · error exposure

create-checkout-session.ts:15

FixRemove console.log; stop returning err.message to the client.

4

Add-on quotes

Email notificationsfrom 200,000 KRW
Realtime chatfrom 450,000 KRW
Regular maintenance · auditfrom 500,000 KRW/mo
Security

Core vulnerabilities — payment tampering, secret exposure, access bypass (IDOR), and more

Reliability

Failure points under traffic spikes, slow queries (N+1), missing error handling

Cost

Detects runaway-cost risks from unguarded external calls and unlimited retries

Per-item outsourcing

Custom outsourcing — from tricky env-var setup to PG (payment) provider review

Findings report

We diagnose and propose fixes — resolve via prompt edits or per-item outsourcing

Regular maintenance

Periodic audits of your vibe-coded product for safer operation

Process

Just upload your code — our experts take it from there

1

Upload code

Zip your project and upload it right here on this page.

2

Instant quote

Instantly see a transparent quote based on code size, check items, and more.

3

Expert review

A hands-on expert (ex-CTO) audits your code item by item.

4

Solve problems

Vulnerability diagnosis and fixes — plus per-item development for a fast launch.

No developer on your team?
Work with an external CTO

Upload your code and get a quote instantly.