Cache Programming Language

Nvidia shrinks LLM memory 20x without changing model weights

Nvidia's KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory costs and time-to-first-token by up to 8x for multi-turn AI applications.

11h

Chainguard is racing to fix trust in AI-built software - here's how

Chainguard is expanding beyond open-source security to protect open-core software, AI agent skills, and GitHub Actions.

InfoWorld

9 reasons Java is still great

Java has endured radical transformations in the technology landscape and many threats to its prominence. What makes this technology so great, and what does the future hold for Java?

OpenAI acquires open-source Python tooling startup Astral

OpenAI Group PBC today announced plans to acquire Astral Software Inc., a startup with a set of widely used Python development tools. The terms of the deal were not disclosed. Astral’s development ...

Open source Mamba 3 arrives to surpass Transformer architecture with nearly 4% improved language modeling, reduced latency

This release is good for developers building long-context applications, real-time reasoning agents, or those seeking to reduce GPU costs in high-volume production environments.

Make Tech Easier

The Myth of Linux Optimization Tools, and Why You Really Don’t Need Them At All

Learn why Linux often doesn't need extra optimization tools and how simple, built-in utilities can keep your system running smoothly.

Java 26 with JVM optimizations, HTTP/3, and finally no Applet API

The current OpenJDK 26 is strategically important and not only brings exciting innovations but also eliminates legacy issues like the outdated Applet API.

Opinion