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...The project supports both graphical and CLI execution flows that let users individually select tweaks or apply a broad “Apply Tweaks” preset that automates many optimizations at once. It typically creates a system restore point before making changes, and also logs actions for transparency so you can review what was done. Beyond simple removal of apps, it can optimize services, cleanup temporary system files, remove residual Windows.old folders, and generally reduce resource overhead for better performance and battery life.

Generative AI for Beginners is a 21-lesson course by Microsoft Cloud Advocates that teaches the fundamentals of building generative AI applications in a practical, project-oriented way. Lessons are split into “Learn” modules for core concepts and “Build” modules with hands-on code in Python and TypeScript, so you can jump in at any point that matches your goals. The course covers everything from model selection, prompt engineering, and chat/text/image app patterns to secure development practices and UX for AI. It also walks through modern application techniques such as function calling, RAG with vector databases, working with open source models, agents, fine-tuning, and using SLMs. ...

A single fact determines the starting point of configuration, and that fact can be the same regardless of whether the software is running standalone under a logged-in user's account, or launched from another program with debugger access, or as a service or daemon, or even as a component within a dynamically linked library.

...[English] VSSDetector extracts snapshot paths (VSS paths) from Windows restore points and enables backup software to use these snapshot paths as copy sources. This allows backup processes to copy "files in an unchanging state from a specific point in time," making it possible to edit current files even during backup operations. This enables individuals, creators, developers, and others to back up large amounts of valuable files they own using free tools like 7-Zip without expensive software, and store them in remote locations. [日本語/Japanese] VSSDetectorはWindowsの復元ポイントからスナップショットのパス（VSSパス）を抽出し、バックアップソフトのコピー元としてスナップショットのパスを指定できるようにする。...

Disk Command is GUI to use in Windows PE for managing Disk and partition configurations. Disk Command is currently in BETA and may not fully function. At this point, I have completed the Manage partitions section but may move button layout. When running the exe from a command line you need to change directory to the directory that contains the exe