Fine.dev + E-Commerce Store

Built a e-commerce store with Fine.dev?
We'll make it production-ready.

E-commerce apps handle money and personal data — there's zero margin for error. AI tools build great-looking product pages and shopping carts, but the critical details — inventory management, payment security, order processing, and shipping calculations — need professional attention before you take real orders.

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E-Commerce Store challenges in Fine.dev apps

Building a e-commerce store with Fine.dev is a great start — but these challenges need attention before launch.

Payment security and PCI compliance

You're handling credit card transactions. While Stripe and similar services handle PCI compliance on their end, your integration must not expose card data, must verify webhook signatures, and must handle failed payments gracefully.

Inventory management

What happens when two customers buy the last item simultaneously? AI tools don't implement inventory locking or race condition prevention. Overselling damages trust and creates costly fulfillment problems.

Order processing pipeline

Orders move through states: pending, confirmed, processing, shipped, delivered. Each transition triggers actions (emails, inventory updates, accounting entries). AI tools build the checkout but not the order lifecycle.

Shipping and tax calculation

Real shipping costs vary by weight, destination, and carrier. Sales tax varies by jurisdiction. These calculations need to be accurate and up-to-date — getting them wrong is either illegal (tax) or margin-killing (shipping).

Performance under load

Product launches and sales events spike traffic. Your site needs to handle 10x normal load without crashing. Image optimization, caching, and CDN configuration are essential for a fast shopping experience.

What we check in your Fine.dev e-commerce store

Payment integration — Stripe checkout, webhook verification, refund handling
Inventory management — stock tracking, oversell prevention
Order lifecycle — state machine, status emails, admin management
Security — PCI best practices, data protection, auth on admin routes
Performance — page load speed, image optimization, caching
Mobile experience — product browsing, checkout flow on mobile
SEO — product page metadata, structured data, sitemap
Analytics — conversion tracking, revenue reporting

Common Fine.dev issues we fix

Beyond e-commerce store-specific issues, these are Fine.dev patterns we commonly fix.

highBugs

Spec interpretation may differ significantly from intent

Fine.dev builds exactly what the specification says, not what you meant. Ambiguous specs lead to technically correct implementations that miss the actual product requirement.

highSecurity

Cross-file changes may miss security implications

When Fine.dev generates features spanning multiple files, security-sensitive changes — new endpoints, auth checks, data access patterns — are spread across the PR without a consolidated security review surface.

mediumTesting

Generated tests may not cover real-world edge cases

Fine.dev writes tests for the happy path and obvious failure cases from the spec. Edge cases not explicitly mentioned — concurrent requests, null inputs, rate limits — are frequently untested.

mediumBugs

Cross-file changes introduce inconsistencies

Large implementations touching many files accumulate subtle inconsistencies — type assumptions that don't hold across modules, different error handling patterns in different files.

Start with a self-serve audit

Get a professional review of your Fine.dev e-commerce store at a fixed price.

External Security Scan

Black-box review of your public-facing app. No code access needed.

$19
  • OWASP Top 10 vulnerability check
  • SSL/TLS configuration analysis
  • Security header assessment
  • Expert review within 24h
Get Started

Code Audit

In-depth review of your source code for security, quality, and best practices.

$19
  • Security vulnerability analysis
  • Code quality review
  • Dependency audit
  • Architecture review
  • Expert + AI code analysis
Get Started
Best Value

Complete Bundle

Both scans in one package with cross-referenced findings.

$29$38
  • Everything in both products
  • Cross-referenced findings
  • Unified action plan
Get Started

100% credited toward any paid service. Start with an audit, then let us fix what we find.

Frequently asked questions

Can I build a e-commerce store with Fine.dev?

Fine.dev is a great starting point for a e-commerce store. It handles the initial scaffolding well, but e-commerce stores have specific requirements — payment security and pci compliance and inventory management — that need professional attention before launch.

What issues does Fine.dev leave in e-commerce stores?

Common issues include: spec interpretation may differ significantly from intent, cross-file changes may miss security implications, generated tests may not cover real-world edge cases. For a e-commerce store specifically, these issues are compounded by the need for payment security and pci compliance.

How do I make my Fine.dev e-commerce store production-ready?

Start with our code audit ($19) to get a clear picture of what needs fixing. For most Fine.dev-built e-commerce stores, the critical path is: security review, then fixing core flow reliability, then deployment. We provide a fixed quote after the audit.

How much does it cost to fix a Fine.dev-built e-commerce store?

Our code audit is $19 and gives you a complete report of issues. Fixes start at $199 with our Fix & Ship plan. For larger e-commerce store projects, we provide a custom fixed quote after the audit — no hourly billing.

Get your Fine.dev e-commerce store production-ready

Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.

Tell Us About Your App