Claude Code vs Windsurf for e-commerce stores
Comparing Claude Code and Windsurf for building e-commerce stores. See which tool is better and get expert code review for your AI-built project. From $19.
E-Commerce Store challenges we solve
Common e-commerce store issues in apps built with Claude Code or Windsurf.
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.
Which is better for e-commerce store?
Claude Code
Developers comfortable with terminal workflows. Best for large refactors, complex systems, and tasks where terminal efficiency matters.
Claude Code code reviewWindsurf
Developers who prefer visual IDE experience. Best for interactive feature development where seeing changes in real time matters.
Windsurf code reviewStart with a self-serve audit
Get a professional review of your e-commerce store app, regardless of whether you built it with Claude Code or Windsurf.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Which is better for e-commerce stores: Claude Code or Windsurf?
Both can build e-commerce stores, but they have different strengths. Claude Code developers comfortable with terminal workflows. best for large refactors, complex systems, and tasks where terminal efficiency matters., while Windsurf developers who prefer visual ide experience. best for interactive feature development where seeing changes in real time matters.. Our code review covers apps built with either tool.
Can you review a e-commerce store built with Claude Code or Windsurf?
Yes. We review e-commerce stores built with any AI coding tool. Our audit covers the specific e-commerce store challenges like payment security and pci compliance and inventory management.
What issues should I watch for in e-commerce stores from AI tools?
Common e-commerce store issues include payment security and pci compliance, inventory management, order processing pipeline. These apply regardless of whether you used Claude Code or Windsurf. Our code audit catches all of them.
How do I get my AI-built e-commerce store production-ready?
Start with our code audit ($19) — it covers e-commerce store-specific issues regardless of which AI tool you used. We check security, architecture, and deployment readiness, then provide a fixed quote for any fixes needed.
Related resources
Claude Code vs Windsurf for Other Use Cases
Building a e-commerce store with Claude Code or Windsurf?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.