Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

No fake news here, you really can program with musical notes if you want to!

AI coding assistants and agentic workflows represent the future of software development and will continue to evolve at a rapid pace. But while LLMs have become adept at generating functionally correct ...

Why write ten lines of code when one will do? From magic variable swaps to high-speed data counting, these Python snippets ...

Finding the right book can make a big difference, especially when you’re just starting out or trying to get better. We’ve ...

The pandas team has released pandas 3.0.0, a major update that changes core behaviors around string handling, memory ...

In some ways, data and its quality can seem strange to people used to assessing the quality of software. There’s often no observable behaviour to check and little in the way of structure to help you ...

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...

The language is expressive enough to represent a wide variety of string manipulation tasks that end-users struggle with. We describe an algorithm based on several novel concepts for synthesizing a ...

“Robert” and “Bob” refer to the same first name but are textually far apart. Traditional string similarity functions do not allow a flexible way to account for such synonyms, abbreviations and aliases ...

Hello! I'm a dreamer focusing on high-load distributed systems and low-level engineering. I mainly code in Rust and Python ...