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LWN.net

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.

Linux Journal

The Need for Cloud Security in a Modern Business Environment

by George Whittaker Cloud systems are an emergent standard in business, but migration efforts and other directional shifts have introduced vulnerabilities. Where some attack patterns are mitigated, cloud platforms leave businesses open to new threats and vectors. The dynamic nature of these environments cannot be addressed by traditional security systems, necessitating robust cloud security for contemporary organizations. Just as businesses have come to acknowledge the value of cloud operations, so too have cyber attackers. Protecting sensitive assets and maintaining regulatory compliance, while simultaneously ensuring business continuity against cloud attacks, requires a modern strategy. When any window could be an opportunity for infiltration, a comprehensive approach serves to limit exploitation. Unlike traditional on-premise infrastructure, cloud environments dramatically expand an organization’s threat surface. Resources are distributed across regions, heavily dependent on APIs, a

LWN.net

FSFE reports trouble with payment provider

The Free Software Foundation Europe (FSFE) is reporting that payment provider Nexi has terminated its contract without prior notice, which means that a number of FSFE supporters' recurring payments have been halted: Over the past few months, our former payment provider Nexi S.p.A. ("Nexi") requested access to private data, which we understood to be specifically the usernames and passwords of our supporters. We have refused this request. All our attempts to clarify Nexi's request, or to understand how their need for such information was necessary and legal, were met with what we consider to be vague and unsatisfactory explanations relating to a general need for risk analysis. [...] The decisions that Nexi has made are incomprehensible to us. Over the last months, as part of a security audit that Nexi claimed to be conducting, we have provided them with large amounts of the FSFE's financial documentation, which even included private information of our executive staff. We have answered al

Phoronix

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...