Payment integration is high-risk for AI generation. A single mistake costs real money. I have built Stripe integrations 5 times with AI. Here is the template that passes security review every time.
What Stripe integration pattern should you prompt the AI to use?
Stripe Checkout for simple payments. Stripe Elements for custom flows. Stripe Invoices for recurring billing. I specify: ‘Use Stripe SDK v16. Use Checkout Sessions for one-time payments. Handle webhook events: checkout.session.completed, invoice.paid, customer.subscription.updated. Store subscription status in the subscriptions table.’
What security measures must AI-generated payment code include?
Webhook signature verification. Rate limiting on payment endpoints. No logging of card details. idempotency keys for retries. The AI forgets these 50% of the time. I added a payment security checklist to my spec template. Since then, every AI-generated payment integration has passed review on first attempt.
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