Toptal Engineering Blog

Learn how to develop a Django application coupled with pydantic where the development environment matches production.

Deciding on a language can be intimidating when you don’t have deep experience with the available options. This comparison explores the fundamental differences between C++ and Java, and what to consider when choosing between them.

Centrality and text analysis allow users to get more out of their social network data. Here’s how you can leverage them using R and Gephi.

Python and pydantic make a powerful runtime combination when validating data and settings, resulting in reduced debugging and a simplified code base.

Page speed is an important ranking attribute for search engines, making performance optimization a prerequisite for successful sites. Here's how Google PageSpeed Insights can help identify and rectify performance issues.

JavaScript boilerplate is easy enough to come by, but there's a bit more to starting AWS SAM projects with TypeScript. Here's how to create an AWS SAM TypeScript project from scratch with Jest support.

C# and C++ share a similar syntax but cater to different requirements, so which should you focus on? This article examines each language’s features and weighs the pros and cons.

Colloquial language doesn’t lend itself to computation. That’s where natural language processing steps in. Learn how topic modeling helps computers understand human speech.