Free scan — no account required for public repos

From vibe-coded
to production-ready

VibeProd mascot

VibeProd scans your GitHub repo, explains launch risks in plain English, and opens reviewable PRs to fix them — without touching your features.

Secrets · Auth · Privacy · CI/CD · Dependencies · Compliance

or
Install GitHub App — monitor repos automatically
✓Results in under 2 minutes✓Reviewable fix PRs✓Never auto-merges✓Works on any language
Launch Blockers

Exposed secrets, missing auth, broken deployments

Auth & Access

Sessions, login flows, permissions, SSO readiness

Data & Privacy

PII handling, consent flows, GDPR basics

Deployment Safety

CI/CD pipelines, secrets management, infra config

Code Health

Dependencies, test coverage, package vulnerabilities

Customer Trust

Privacy policy, audit logging, compliance signals

17
builders signed up
107
repos scanned
5
fix PRs raised
The AI Coding Paradox

AI gives you superhuman speed.
The bottleneck moved.

Cursor, Claude, Copilot — they've collapsed the time from idea to working code. A solo builder ships what used to take a team of five. But “working” and “production-ready” are two very different things.

The bottleneck is no longer writing features. It's the checklist that separates a prototype from something you can hand a real customer: secrets management, auth hardening, GDPR consent flows, CI/CD pipelines, dependency audits. The stuff a senior engineer used to review before merge. The stuff AI tools don't handle by default.

VibeProd is that review layer. It runs the checklist automatically, explains every issue in plain English, and opens a fix PR for you to approve — so you can stay focused on the business logic only you can write.

Before AI tools

Teams of 5 shipped what one person ships today. Code review was baked into the process by default.

The new bottleneck

Security, auth, compliance, infra config. The production checklist nobody handed to the AI.

With VibeProd

Automated review layer. Plain-English findings. Reviewable fix PRs. You stay in flow.

What VibeProd actually checks

Six dimensions. Every issue explained in plain English with a reviewable fix.

!
Launch Blockers

Hardcoded API keys, tracked .env files, exposed credentials committed to source. Flagged with severity — critical issues are the first things you fix before any real user lands.

12 checks
⇑
Auth & Access

Unauthenticated admin routes, missing CSRF protection, JWT stored in localStorage, no session expiry, no rate-limiting on login endpoints. The things that let attackers in.

18 checks
⊕
Data & Privacy

No privacy policy, PII logged to the console, missing cookie consent banner, no GDPR data deletion path. Legally required before your first paying customer in most jurisdictions.

9 checks
⚙
Deployment Safety

No CI/CD pipeline, secrets stored as plain environment variables, no staging environment, missing health-check endpoints, Docker containers running as root.

14 checks
↓
Code Health

Dependencies with known CVEs, packages two or more major versions behind, no test suite, missing lockfile, unmaintained upstream packages that carry real supply-chain risk.

11 checks
✓
Customer Trust

Missing Terms of Service, no audit logging, no uptime or status page. Early SOC 2 and HIPAA readiness flags so you know what the compliance gap looks like before a customer asks.

8 checks
From the blog

Thinking about the AI coding gap

Practical writing for builders who ship fast and want to ship safe.

VibeProd mascotView all posts →
sql injection prevention
Developers: Prevent SQL Injection With Premerge Scans in 2 Minutes

A developer checklist to prevent SQL injection using parameterized queries, allow lists for structural inputs, and fast premerge scans that find risks in...

Sep 2026Read →
gdpr data minimization
Make GDPR Auditable: 5 CI/CD Checks Developers Must Add

Developer playbook to make apps GDPR auditable: implement audit ready consent logs, DSAR endpoints, the five CI/CD gating checks, and automated repo scans...

Sep 2026Read →
ftc safeguards rule
FTC Safeguards Rule: U.S. Firms Must Document 9 Elements and Keep Audit Evidence

U.S. guide to the FTC Safeguards Rule: document the nine required program elements, meet the 30 day breach filing for 500+ consumers, and build audit...

Aug 2026Read →
brute force protection
Implement Production Rate Limiting in 90 Minutes for Operators

Operator first rate limiting for production. Choose sliding window or token bucket, use atomic Redis Lua checks, fail open safely, test and monitor, ship...

Aug 2026Read →
Integrations

Works with your tools

Connect VibeProd to the way you already build.

Lovable
MCP connector

Add VibeProd as a chat connector. Lovable's agent can check your app for launch blockers and missing modules mid-build — and it'll show up in your dashboard too.

  1. 1In Lovable: Connectors → Chat connectors → New MCP server
  2. 2Server URL — paste this in:
    https://www.vibeprod.ai/api/mcp
  3. 3Auth: choose OAuth → Add & authorize, then approve in the popup.
GitHub App
● Active

Auto-scan every push. Get notified of new production risks before they reach real users. Install once, monitor forever.

Install GitHub App →
Claude Code
MCP · one command

Connect once from your terminal. Claude Code opens a browser to approve access, then Vibecheck runs as a tool right inside your session.

  1. 1Run in your terminal:
    claude mcp add --transport http vibeprod https://www.vibeprod.ai/api/mcp
  2. 2A browser opens to connect your VibeProd account — click Approve.
  3. 3Ask Claude Code: "Vibecheck this repo".
Codex
MCP connector

Add VibeProd as a remote MCP server in Codex, then Vibecheck is available as a tool in every session.

  1. 1Run in your terminal:
    codex mcp add vibeprod --url https://www.vibeprod.ai/api/mcp
  2. 2Codex will prompt you to authorize. If your version doesn't yet support that, generate a token in your VibeProd profile and add --bearer-token-env-var instead.