Systems | Development | Analytics | API | Testing

On April 24, we released Snowflake Arctic with a key goal in mind: to be truly open. In line with that goal, the Snowflake AI Research team is writing a series of cookbooks to describe how to pretrain, fine-tune, evaluate, and serve large-scale mixture-of-experts (MoEs) such as Arctic.

In our previous blog, we explored how to build a modern web server using BunJs and Prisma, integrating robust authentication mechanisms with JWT tokens. Now, it’s time to ensure our application is reliable and error-free through thorough testing. In this blog, we’ll dive into testing methodologies using Cucumber JS and Keploy, both are a powerful tools that streamline the testing process and enhance the quality of our application.

In this article, We will try to explore Token Bucket algorithm and its implementation in NodeJS for API Rate Limiting in very simple terms.

The regulatory and business demands of financial services require teams to collaborate with consistency and accuracy—a difficult task when it comes to enterprise risk management (ERM). Business units often complete their risk management strategic objectives independently, and since each may have its own taxonomies and processes, human errors may go unnoticed, increasing potential risk.

This guide provides a streamlined approach to the API development process, detailing the essential phases from the initial concept to the realization of a fully operational API. You’ll discover how to plan, design, and implement your own API and ensure it’s reliable and secure. With practical insights and actionable advice, you’ll learn the nuances of API development, from understanding the needs of your users to creating a scalable infrastructure that can handle growth.

API design principles are models for building strong connections in a digital world where APIs bridge gaps between systems. This article strips down the complexity of API design to present you with the tried-and-true principles that ensure functionality, reliability, and ease of use. Learn to lay the foundations of a great API without the guesswork so you can focus on what truly matters: crafting an exceptional tool that seamlessly integrates and scales with technological demands.

To effectively guide the evolution of a software system and ensure its long-term stability and maintainability, it’s crucial to understand the phenomena of architectural drift and erosion.

While designers and SEO experts are united in their focus on addressing user experience and user intent when designing a website, there are some areas where they don’t always see eye to eye. These include labeling for users vs. labeling for search engines and consolidation of content vs. expansion of content. Is there a way to address the needs of both sides while creating the best possible user outcome? Absolutely.