Engineering Insights

Debugging database errors with Insights

As much as we want to avoid them, all applications eventually encounter errors interacting with their database. What’s important is that you have the ability to easily view and understand these errors so you can quickly solve the underlying issue. To help with that, we’ve introduced a new error tracking feature to Insights that will help you get to the bottom of things quickly. To show this new feature off in action, let’s walk through an example of how the PlanetScale team used this internally

How 🤗 Accelerate runs very large models thanks to PyTorch

SetFit: Efficient Few-Shot Learning Without Prompts

Node.js 16.17.1 (LTS)

Node.js 18.9.1 (Current)

Node.js 14.20.1 (LTS)

The MySQL JSON data type

Overview JavaScript Object Notation (JSON) is a light-weight text-based file format similar to YAML or XML which simplifies data exchange. It was invented by Douglas Crockford in the early 2000s and became increasingly popular with the rise of document-based (also called NoSQL) databases. JSON supports strings, numbers, booleans, objects, and arrays as well as null values. A simple JSON example containing key-value pairs, an object "bandMembers" and an array "songs" would look like this:{ "art

Introducing Commenting on Preview Deployments

Vercel aims to encourage innovation through collaboration. We've enabled this from the start by making it easy to see your code staged on live environments with Preview Deployments. Today, we’re taking a step toward making Preview Deployments collaborative with new commenting capabilities now in Public Beta. By bringing everyone into the development process with comments on Previews and reviewing your UI on live, production-grade infrastructure, you deliver expert work faster.even more Read mor