Engineering Insights

How to integrate AI into your business

Implementing AI in your business can be challenging due to the rapid pace of change, the complexity of integration, and the need for specialized skills. This guide helps leaders identify and evaluate AI use cases. We'll also show you how Vercel's Frontend Cloud and AI SDK can speed up your AI projects. Companies like Tome, Chick-fil-A, Chatbase, Runway, and Suno are already using these tools to bring AI into their apps and workflows. Read more

Introducing Structured Outputs in the API

We are introducing Structured Outputs in the API—model outputs now reliably adhere to developer-supplied JSON Schemas.

2024 Security Feature Highlights

Introducing TextImage Augmentation for Document Images

Protecting your app (and wallet) against malicious traffic

Let's explore how to block traffic with the Firewall, set up soft and hard spend limits, apply code-level optimizations, and more to protect your app against bad actors. If you’re on our free tier, you don’t need to worry. When your app passes the included free usage, it is automatically paused and never charged. Read more

Updated guidelines now available

The App Review Guidelines have been revised to support updated policies and upcoming features, and to provide clarification. Updated 4.7 to clarify that PC emulator apps can offer to download games. Added 4.7, 4.7.2, and 4.7.3 to Notarization. View the App Review Guidelines Get resources and support to prepare for App Review Translations of the guidelines will be available on the Apple Developer website within one month.

Achieving feature rollouts with ultra-low latency and zero impact to conversion

Beyond Menu is a popular food delivery service in the US that connects restaurants and diners. Their Next.js app is deployed on Vercel and serves millions of hungry visitors every month. To scale their development, they decided to adopt feature flags for gradual rollouts, instant rollbacks, A/B testing, trunk-based development and easier collaboration both internally and with beta users. They knew they needed to evaluate feature flags and A/B tests on both the server and the client. And since th

Encryption at rest in Elastic Cloud: Bring your own key with AWS KMS

Follow the step-by-step process of configuring encryption at rest in Elastic Cloud using AWS Key Management Service (KMS).