Thelio Mira Desktop Updated with Ryzen 9000 CPUs and Revised Chassis

System76 has introduced an updated version of its Thelio Mira desktop, featuring AMD Ryzen 9000 series processors, revised thermal design, and improved serviceability. The system targets workstation, development, and compute-heavy workloads, including data processing and machine learning. The refreshed Thelio Mira is offered as a configurable system alongside preconfigured Premium and Elite variants. System76 states […]

AMD MLIR-AIE Releases New AIECC C++ Compiler To Help Bring New Workloads To Ryzen AI NPUs

AMD Ryzen AI NPUs are now running LLMs on Linux with the recently debuted Lemonade 10.0 server and FastFlowLM 0.9.35 adding Linux support. In addition to those software components, AMD engineers have also been developing MLIR-AIE as a compiler toolchain for AMD AI Engine devices such as Ryzen AI NPUs in leveraging LLVM-based code generation with the Multi-Level Intermediate Representation (MLIR). Out today is MLIR-AIE v1.3 with some notable new features…

ZimaCube 2 Personal Cloud NAS Opens for Pre-Order with Multiple Configurations

IceWhale has opened pre-orders for the ZimaCube 2, a compact NAS and mini server platform designed for storage, media processing, and self-hosted applications. The system is based on 12th Gen Intel processors and adds updated connectivity, expansion options, and storage flexibility compared to earlier ZimaCube systems. The platform is offered in multiple configurations, including a […]

The Sashiko patch-review system

Roman Gushchin has announced the
existence of an LLM-driven patch-review system named Sashiko. It automatically creates reviews
for all patches sent to the linux-kernel mailing list (and some others).

In my measurement, Sashiko was able to find 53% of bugs based on a
completely unfiltered set of 1,000 recent upstream issues using
“Fixes:” tags (using Gemini 3.1 Pro). Some might say that 53% is
not that impressive, but 100% of these issues were missed by human
reviewers.

Sashiko is built on Chris Mason’s review prompts (covered here in October 2025), but the
implementation has evolved considerably.