Software Development
Linux kernel 6.19 adds scheduling enhancements and Microsoft C extensions
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The upcoming Linux kernel 6.19 introduces key improvements to the sched_ext framework for better eBPF scheduler recovery and integrates Microsoft C extensions for cleaner code compilation. These updates aim to enhance stability, performance, and developer efficiency in various computing environments. Contributions from companies like Google, Meta, and Microsoft highlight growing collaboration in open-source development.
The open-source project LLVM has introduced a new policy allowing AI-generated code in contributions, provided humans review and understand the submissions. This 'human in the loop' approach ensures accountability while addressing community concerns about transparency. The policy, developed with input from contributors, balances innovation with reliability in software development.
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A recent article highlights growing frustrations with d-bus, the longstanding interprocess communication system in Linux, proposing hyprwire as a superior alternative. Critics point to security flaws and poor documentation after nearly two decades of use. The discussion underscores the need for modernization in Linux's core infrastructure.
At the Linux Foundation Open Source Summit in Seoul, South Korea, Linux creator Linus Torvalds discussed his evolving role in the project, emphasizing maintenance over programming. He highlighted the adoption of Rust, the impact of AI on development, and his preference for stable, 'boring' kernel releases. Torvalds also addressed Nvidia's growing involvement in open-source efforts.
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Google has released Gemini 3 Pro, its latest flagship AI model, emphasizing improved reasoning, visual outputs, and coding capabilities. The company also introduced Antigravity, an AI-first integrated development environment. Both are available in limited preview starting today.
Cursor has introduced Composer, its first competitive coding model, alongside version 2.0 of its IDE featuring a new multi-agent interface. The model emphasizes speed and is built using reinforcement learning and a mixture-of-experts architecture. This launch aims to challenge leading AI models from major companies.
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Microsoft has added support for Python 3.14 to Azure App Service for Linux, enabling developers to build and deploy applications with the latest version. Released on October 7, Python 3.14 brings performance enhancements and improved concurrency features. This update allows developers to focus on coding while Azure handles runtime management.
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