News

rustc-codegen-gcc is now officially part of rustup nightly components. Linux users can now experience GCC-compiled Rust code with a single command. No more manual compilation, no more environment setup hassles—it’s like giving Rust a new engine.

Step-by-step guide to running Unsloth’s Dynamic 1-bit GGUF build of the 1T-parameter Kimi K2 Thinking model on high-end PCs, covering install, download, inference, serving, and troubleshooting.

Beihang/Peking/Alibaba introduce Tokencake, a KV-cache-centric serving framework for multi-agent apps. With time+space scheduling plus CPU buffering and progressive GPU reservation, it trims end-to-end latency by 47%+ versus vLLM and lifts GPU cache utilization by ~17%.

Anthropic releases Claude 4.5 Sonnet, claiming world’s strongest coding capabilities, 77.2% benchmark score, 30-hour continuous runtime, with Claude Code upgrade and new Agent SDK

Deep dive into Claude Code AI programming assistant - from local execution to natural language interaction, see how this Claude 4-based tool transforms developers’ daily workflow

Microsoft finally released the Windows 11 25H2 official ISO. While it’s just a continuation of 24H2, the grown-to-7GB size makes people curious. From download to installation, including all the pitfalls, this article helps you figure out whether this ’not-so-major’ update is worth upgrading to.

Electron made desktop cross‑platform easy; Rust GPUI makes it feel native fast. This beginner‑friendly briefing explains the core idea, the minimal runnable path, and a humane migration plan.

DeepSeek-V3.2-Exp released with groundbreaking DSA sparse attention technology, 2-3x faster inference, 30-40% memory reduction, and API prices cut by over 50%