Want to move fast with AI? Open source is the cheat code. Today’s top models already “speak” Kubernetes, SQL and the modern stack.

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

Google’s Lyria 3 enables users to generate 30-second AI music tracks from text, images, or videos, offering control over tempo, genre, mood, instruments, and vocals directly within Gemini.

Creating your own programs might seem daunting. It’s a lot easier than you think.

Xcode can now connect to external AI coding agents, making it possible to prototype working apps with minimal programming experience.