Human-in-the-Loop for Vibecoded Projects

Vibecoders ship code.
We fix what's broken.

Tell your AI agent to install our skill — or just add marsiandeployer to your GitHub repo. No spec required — we figure out context from the code. We review every commit, fix issues, and send pull requests. Plug & play. $1/hr promo rate for early adopters.

Setup in 10 Seconds

Using Claude Code, Cursor, or any AI assistant? Just tell it:

Install skill from https://vibers.onout.org/SKILL.md

Your AI assistant will learn how Vibers works and help you set up the integration.
It will add marsiandeployer to your repo and configure review notifications.

No AI assistant? No problem — write us on Telegram

The Vibecoding Problem

Without review

  • Cheap devs commit broken code directly to main
  • No one reads the spec — features drift from requirements
  • Security holes, hardcoded secrets, missing error handling
  • You spend more time debugging than building
  • "It works on my machine" — but not in production

With Vibers

  • Every commit reviewed against your Google Doc / spec
  • We don't just find bugs — we write the fixes
  • Security holes patched, not just flagged
  • You get PRs with working code — merge and move on
  • Vibecoders learn from our fixes — quality improves over time

How It Works

Vibecoder
commits code
We pull &
review vs spec
Fix issues
ourselves
Send PR
with changes
You merge
clean code
1

Add Us to GitHub

Add marsiandeployer as collaborator to your repo. That's it.
No GitHub? Write us on Telegram

2

Share Spec (optional)

Got a Google Doc or Notion page? Share it for better reviews. No spec? No problem — we read the code and figure out context ourselves.

3

We Review & Fix

We don't just find bugs — we fix them. Our team reviews commits against your spec and writes the actual code fixes.

4

Merge Clean Code

You get pull requests with working fixes. Review, merge, done. No back-and-forth with bug tickets.

Why Vibers?

30 sec

Easy Connection

Add our GitHub user, send a spec link. Done. No SDK, no CI config, no onboarding calls, no contracts to sign.

$1/hr

Pay As You Go

No subscriptions. No minimums. A senior reviewer costs $50-150/hr. We review, fix, and send PRs — $1/hr promo rate for early adopters who give us feedback.

0

Unnecessary Questions

We read your spec and do what makes sense. No clarification threads, no blocking your pipeline. Decisions and reasoning go in the PR description.

How We Compare

Feature comparison: Vibers vs popular code review tools
Feature SonarQube CodeRabbit PullRequest.com Vibers
Reads your spec / Google Doc No No Partial Yes
Sends PRs with actual fixes No No No Yes
Setup time Hours Minutes Days 30 sec
Asks clarifying questions N/A N/A Yes, many No, just fixes
Price Free-$375/mo $12/user/mo $500+/mo $1/hr*
Best for CI pipeline PR comments Enterprise Vibecoded MVPs

Built for Teams Using Vibecoders

Startup Founders

You hired 3 developers on Upwork at $3/hr to build your MVP. Great price — but who checks the code quality? We do.

Non-Technical CEOs

You can't read code but you have a spec. We verify that what's committed matches what you asked for, in plain English.

AI-First Teams

Your devs use Cursor, Copilot, Claude Code. AI writes fast but hallucinates. We catch the hallucinations before production.

Agencies

Outsource development to cheap talent, keep quality in-house. Our review layer is your insurance policy.

Pricing

Pay as you go. No subscriptions. No commitments.

Standard

$15 / hour
  • Full code review against your spec
  • PRs with fixes included
  • Security & architecture audit
  • Pay only for hours spent
  • Priority turnaround
Get Started

How it works

We review your repo, track time, send you a report with hours spent. You pay for actual work done. A typical review of 5-10 commits takes 1-3 hours. No minimums, no contracts.

FAQ

What is a vibecoder?

Developers (often $1-5/hr from Upwork, Fiverr, or similar platforms) who use AI tools like Cursor, Copilot, or ChatGPT to write code quickly. Fast and cheap, but quality varies wildly.

Why not just use automated code review tools?

Tools like SonarQube catch syntax issues. We check if the code actually matches your business requirements. We read your Google Doc and verify that the feature does what you described — no AI tool does that reliably.

What's marsiandeployer?

Our GitHub account that we use to access your repo, review code, and submit pull requests. You add it as a collaborator with write access.

Do you actually fix code or just report bugs?

We fix it. Every review comes with a pull request containing our improvements. You review the PR and merge if you like it. No back-and-forth with bug tickets.

What tech stacks do you support?

JavaScript/TypeScript, Python, React, Node.js, Django, Flask, Next.js, and most popular web frameworks. If your stack is exotic, ask us first.

How is this different from hiring a senior dev?

A senior dev costs $50-150/hr. We cost $1/hr (promo) or $15/hr (standard), pay-as-you-go. No contracts, no subscriptions. You keep your cheap vibecoders for velocity and add our review layer for quality.

Ready to stop debugging vibecoded spaghetti?

$1/hr promo rate — we review and fix your code, you give us feedback. Limited spots.

Claim $1/hr Rate on Telegram