// Vibe Code Audits

Your AI-built product works. Now make it production-ready.

ByeByeSlop audits vibe-coded apps for the failures that only show up at scale, then fixes them.

// The Problem

The problem with moving fast

Cursor, Bolt, and Lovable are remarkable, but the code they write has never been paged at 2 AM, never lost a customer's data, and never survived real scale. Most founders don't find out how much is quietly wrong until an enterprise sales call or an incident surfaces it. ByeByeSlop finds it first.

// What You Get

A structured report you can act on

Every finding is documented, prioritized, and explained in plain language, with two ways to take it forward.

Audit Report — Findings Confidential
CriticalImmediate risk to data or users 3
HighExploitable or scale-breaking 7
MediumShould fix before growth 12
InformationalHardening and hygiene 9
Critical api/users/search.ts : 37

SQL injection via unparameterized query

User-supplied search input is interpolated directly into a raw SQL string. An attacker can read, modify, or drop any table, including other tenants' data.

FixUse parameterized queries or prepared statements, and never concatenate user input into SQL.

What's included
Audit
Only
Audit +
Remediation
Full review across UX, code quality, scalability, and security
Structured report: Critical, High, Medium, Informational
File and line-level findings with plain-language risk explanations
Concrete remediation guidance
60-minute debrief call
Prompt Ops (.cursorrules, guardrails, purpose-built skills)
PR-based fixes for Critical and High findings

Remediation scope and cost get set during the debrief. You'll know the full number before any work begins.

// What Vibe Code Doesn't Teach You

The parts you skip to move fast are the parts that break at scale.

01

Observability

Blind when it breaks

02

Cost exposure

Token bills spike overnight

03

LLM attack surface

Prompt injection, data leaks

04

Data integrity

Silent corruption at scale

05

Performance at scale

N+1 queries, missing indexes

06

Dependency risk

Unaudited third-party CVEs

// How It Works

Five steps, no surprises

01

Discovery call

Describe the stack and I'll tell you if it's a fit.

02

NDA + repo access

Standard terms, nothing asymmetric.

03

Audit

Five business days, delivered as a structured document.

04

Debrief

60 minutes to walk through findings, priority, and next steps.

05

Remediation (optional)

PR-based fixes, scoped and priced during the debrief.

// Add-ons

Beyond the audit

UX De-Vibing

LLM-generated UIs have tells. Investors and enterprise customers notice. This fixes them before they do.

Managed Hosting

Infrastructure, monitoring, backups, and uptime handled for you.

// FAQ

Questions, answered

Most vibe-coded projects sit somewhere between 0 to 1 and 1 to 100, and that's exactly where I do my best work. I've spent fifteen years taking startups through the growing pains from early growth into enterprise, with a focus on security and scalability. Those are the two areas that quietly break as you grow.

Languages: TypeScript and JavaScript, Go, Rust, and Ruby. Platforms: Supabase, Vercel, Firebase, and most modern hosting. If your stack is close to these, it's almost certainly a fit.

Usually five business days from repo access to the delivered report. It can shift depending on my current schedule, so I'll give you a firm date on the discovery call.

Every audit is priced per project. We set the number together on the discovery call, before any work begins.

No. Read-only repo access is enough. I never touch your production environment unless we explicitly scope it.

You still get the full report and debrief. A clean bill of health is something you can show customers and investors with confidence.

Everything is covered by mutual NDA, and your code isn't retained after the engagement ends.

// Ready?

Book a 15-minute discovery call.

Prefer email? drop me a line