Python

Hands-on with Zed: The IDE built for AI

Zed was designed from the ground up for machine-native speed and collaboration. Let’s take a look at the newest IDE and text editor on the block.

By Serdar Yegulalp

Nov 19, 20257 mins

Development ToolsGenerative AIPython

Articles

AI and machine learning outside of Python

Python might be the default for most AI and machine learning development, but what about other popular languages? Here’s what you need to know about using Java, Rust, Go, or C#/.Net for AI/ML.

By Serdar Yegulalp

Nov 5, 2025 7 mins

C#GolangJava

TypeScript rises to the top on GitHub

The strongly-typed language recently overtook both JavaScript and Python as the most used language on GitHub, with the rise is attributed to demand for AI-assisted development.

By Paul Krill

Oct 28, 2025 3 mins

JavaScriptPythonTypeScript

Taming the Java cold-start beast: A practical guide to high-performance serverless with GraalVM and Spring

Turns out Java can do serverless right — with GraalVM and Spring, cold starts are tamed and performance finally heats up.

By Prasanna Kumar Ramachandran

Oct 27, 2025 10 mins

JavaJavaScriptPython

Python has a friend in Rust

Read about the big new Python 3.14 release, a Rust-powered utility to package Python apps to go, a smarter Python package manager, a Python rival for AI development, and more in our biweekly Python Report.

By Serdar Yegulalp

Oct 24, 2025 2 mins

Development ToolsLibraries and FrameworksPython

PyTorch team unveils framework for programming clusters

Monarch framework, currently experimental, allows Python programmers to program distributed systems as if they were just one machine.

By Paul Krill

Oct 22, 2025 2 mins

Generative AIPythonRust

How to use Python dataclasses

Python dataclasses work behind the scenes to make your Python classes less verbose and more powerful all at once. Here's an introduction to using dataclasses in Python.

By Serdar Yegulalp

Oct 22, 2025 9 mins

Programming LanguagesPythonSoftware Development

7 newer data science tools you should be using with Python

Already using NumPy, Pandas, and Scikit-learn? Here are seven more powerful data wrangling tools that deserve a place in your toolkit.

By Serdar Yegulalp

Oct 15, 2025 8 mins

Data ScienceDevelopment ToolsPython

Java or Python for building agents?

The surest way to value with AI is to use the tools that leverage your organization’s hard-won expertise and that integrate with the systems you have now.

By Matt Asay

Oct 13, 2025 7 mins

DevopsJavaPython

PyCrucible: An easy way to redistribute your Python apps

Package your Python applications for redistribution with one click, no compiling, and almost no additional software.

By Serdar Yegulalp

Oct 8, 2025 5 mins

DevopsPython

The best new features and fixes in Python 3.14

Official support for free-threaded Python, an experimental JIT, a smarter installation manager for Windows, and more have arrived in Python 3.14, which is now generally available.

By Serdar Yegulalp

Oct 7, 2025 13 mins

Programming LanguagesPythonSoftware Development