Tagged "code-quality"
5 articles tagged code-quality, 21 March 2026 to 26 July 2026. Newest first.
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Ruff v0.16.0: 413 Default Rules for Code Quality in AI Development
Ruff's latest release expands its linting rule set sevenfold, providing better code quality assurance for AI/ML projects including LLM integration and deployment code.
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AI Coding Agents Should Optimize for Less Owned Code
An analysis of how AI coding agents should be designed to minimize technical debt and proprietary code ownership, offering principles for sustainable local LLM-based code generation.
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Slop-scan – Detect AI Code Slop Patterns in Your Repo
Slop-scan is a new tool for identifying AI-generated code patterns in repositories, helping developers maintain code quality standards when using AI assistance for local and remote model-assisted development.
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AI Conditionally Allowed in the Linux Kernel
Linux maintainers and Torvalds reach agreement on acceptable use of AI-generated code in kernel development, establishing clear guidelines that allow tools like Copilot while rejecting low-quality AI output. Significant for local LLM practitioners building infrastructure tools.
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Qwen 3.5 397B emerges as top-performing local coding model
Users report that Qwen 3.5 397B significantly outperforms competing local models including GPT-OSS 120B and Nemotron 120B for code generation tasks, despite slower inference speeds.