Production Readiness Review for AI Code

You built it. Now let's ship it.

Vibe coding gets you 80% there fast. We take care of the last 20% — the part that actually matters when real users hit your app.

What We Check

AI writes fast. Production demands more.

AI coding tools are incredible for moving fast — but they don't know your users, your scale, or your security requirements. We bridge that gap.

Whether you built it with Cursor, Copilot, Claude, or any other AI tool, we'll make sure it's solid before it goes live.

  • Security vulnerabilities and exposed credentials
  • Code quality and maintainability
  • Performance bottlenecks and inefficiencies
  • Database design and query optimisation
  • Error handling and edge cases
  • Deployment and infrastructure setup
  • Environment configuration and secrets management
  • Scalability under real traffic
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Who this is for

  • Non-technical founders

    Who used AI to build an MVP and want to launch without the risk

  • Indie hackers

    Shipping fast but worried about security and stability at scale

  • Small teams

    Without a dedicated DevOps or security engineer on staff

  • Agencies

    Delivering AI-assisted projects to clients who need production guarantees

Our Process

From vibe code to production-grade

A focused, fast engagement — typically 1–2 weeks depending on codebase size.

1

Audit

We review your codebase top to bottom — security, performance, structure, and deployment readiness.

2

Clean

We refactor and clean AI-generated code, removing bloat, fixing logic issues, and making it maintainable.

3

Harden

We patch security gaps, optimise performance, and set up proper error handling so nothing breaks in production.

4

Ship

We help you deploy confidently — with the right infrastructure, environment setup, and monitoring in place.

Get in Touch

Singapore Office

#09-01, 20 Collyer Quay, 049319, Singapore

Phone

+65 8383 2731

Email

agent@pivool.com

Expanding Across Asia Pacific

Based in Singapore, we are expanding our services to Vietnam, Japan, and Indonesia to better serve talent and companies across the region.

Send Us a Message

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