Abstract: Producing executable code from natural-language directives via Large Language Models (LLMs) involves obstacles like semantic uncertainty and the requirement for task-focused context ...
Amazon engineers are pushing back against a company policy favoring its AI coding assistant, Kiro, over superior third-party tools like Claude Code. Around 1,500 engineers have formally backed Claude ...
Has AI coding reached a tipping point? That seems to be the case for Spotify at least, which shared this week during its fourth-quarter earnings call that the best developers at the company “have not ...
In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
I use coding agents every day. I haven’t written a line of code for any of my side projects in many weeks. I don’t use coding agents in my day job yet, but only because the work requires a deeper ...
Apple is bringing agentic coding to Xcode. On Tuesday, the company announced the release of Xcode 26.3, which will allow developers to use agentic tools, including Anthropic’s Claude Agent and ...
Abstract: The rapid evolution of software development, propelled by competitive demands and the continuous integration of new features, frequently leads to inadvertent security oversights. Traditional ...