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

Claude Sonnet 4.6 beats Opus in agentic tasks, adds 1 million context, and excels in finance and automation, all at one-fifth ...

Abstract: Among several proposals for a privacy-preserving replacement for third-party cookies, Google’s new Topics API is widely discussed as a possible solution to balancing privacy and utility for ...

Your trading bot crashes at 3 AM because the forex feed went silent. Real-time currency data really shouldn't mean spe ...

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 ...

Ever wondered how your favourite apps seem to chat with each other? Or how you can book a taxi, check the weather, and post to social media all from your phone? The secret sauce is often something ...

Earnings announcements are one of the few scheduled events that consistently move markets. Prices react not just to the reported numbers, but to how those numbers compare with expectations. A small ...

Python’s popularity is surging. In 2025, it achieved a record 26.14% TIOBE index rating, the highest any language has ever reached, largely driven by AI and data trends. 58% of developers now use ...

You see a decentralized app where you can swap tokens, check your NFT collection, or play a blockchain-based game, and you wonder how it all works so smoothly. This functionality is made possible by ...