GitHub Trends

#rust#blockchain#distributed_ledger_technology#move#smart_contracts Sui is a next-generation blockchain platform designed for very fast, low-cost transactions and high scalability, making it ideal for apps like gaming, DeFi, and NFTs. It uses a unique object-based data model and the Move programming language, which helps create secure, flexible smart contracts and allows many transactions to happen at the same time. This means you get instant transaction finality and a smooth user experience. Sui’s native token, SUI, is used for fees, staking, and governance, helping keep the network secure and decentralized. Overall, Sui offers a powerful, efficient foundation for building and using web3 applications. https://github.com/MystenLabs/sui

#rust#adb#android#debloat#privacy The Universal Android Debloater GUI is a tool that helps remove unnecessary apps (bloatware) from Android devices. This can improve your phone's performance, battery life, and privacy. It works on Windows, macOS, and Linux, and you need to enable USB debugging and install ADB to use it. The tool lists apps that are safe to remove and allows you to export and import your selections. However, some system apps can't be fully uninstalled without root access. Always back up your data before using it to avoid any issues. https://github.com/0x192/universal-android-debloater

#rust#aliyundrive#aliyundrive_client#luci_app#openwrt_package#webdav_server Using **aliyundrive-webdav** helps you connect your Aliyun Drive to devices that support WebDAV. This allows you to watch videos from your cloud storage directly on devices like TVs using apps like Infuse or nPlayer. It also lets you upload files, though it doesn't support instant file transfer due to WebDAV limitations. This setup is useful for streaming content without needing a middle server, making it convenient for users who want to access their cloud files easily across different devices. https://github.com/messense/aliyundrive-webdav

#rust#app_launcher#desktop_application#dock#finder#multilanguage#seelen#seelen_ui#taskbar#tauri#tauri_app#tiling_window_manager#toolbar#tools#topbar#wallpaper#web#web_technologies#windows#windows_11 Seelen UI is a tool that helps you make your Windows desktop look and work better. You can change menus, widgets, and icons to make it look how you want. It also helps you work more efficiently with features like a Tiling Windows Manager, which arranges windows for easier multitasking. There's a media module for controlling music and an app launcher to quickly open apps. This makes your desktop more personalized and user-friendly, allowing you to work and enjoy your computer more effectively. https://github.com/eythaann/Seelen-UI

#rust#d3d12#gpu#hacktoberfest#metal#opengl#rust#vulkan#webgpu **wgpu** is a powerful graphics library for Rust that works on many platforms, including Windows, macOS, Linux, and the web. It supports various graphics APIs like Vulkan, Metal, and DirectX. This library is safe and portable, making it easy to create graphics and compute applications. Using **wgpu**, you can build fast and efficient graphics programs that run on different devices and browsers, which is beneficial for developers who want to create cross-platform applications. https://github.com/gfx-rs/wgpu

#rust#ai#ai_engineering#anthropic#artificial_intelligence#deep_learning#genai#generative_ai#gpt#large_language_models#llama#llm#llmops#llms#machine_learning#ml#ml_engineering#mlops#openai#python#rust TensorZero is a free, open-source tool that helps you build and improve large language model (LLM) applications by using real-world data and feedback. It gives you one simple API to connect with all major LLM providers, collects data from your app’s use, and lets you easily test and improve prompts, models, and strategies. You can see how your LLMs perform, compare different options, and make them smarter, faster, and cheaper over time—all while keeping your data private and under your control. This means you get better results with less effort and cost, and your apps keep improving as you use them[1][2][3]. https://github.com/tensorzero/tensorzero

#rust#database#postgres#postgresql#rust#serverless Neon is a serverless, open-source database that works like PostgreSQL but is designed for the cloud, making it easy to set up and manage without worrying about servers or manual scaling. It splits storage and computing, so you can quickly create, copy, or branch databases for testing or development, and it automatically adjusts resources to save costs and handle traffic spikes. This means you can start using Postgres in seconds, connect with your favorite tools, and focus on building your app instead of managing infrastructure, all while enjoying fast performance and flexible workflows[3][5][2]. https://github.com/neondatabase/neon

#rust#ai#ml#zk#zk_snarks#zkml DeepProve is a fast and efficient tool that uses zero-knowledge cryptography to prove that neural network inferences (like those from MLPs or CNNs) are done correctly without revealing any private data or the model itself. It speeds up verification significantly, for example, proving CNN inference 158 times faster and dense layers 54 times faster than previous methods. This technology is especially useful in fields like healthcare, finance, and blockchain, where privacy and trust are crucial, allowing you to verify AI results securely without exposing sensitive information or proprietary models. This means you get trustworthy AI verification while keeping data confidential. https://github.com/Lagrange-Labs/deep-prove

#rust#caldav#carddav#imap#jmap#mail#pop3#rust#server#smtp#webdav Stalwart is a secure, fast, and scalable open-source mail and collaboration server supporting all major email protocols (IMAP, SMTP, JMAP, POP3) plus calendar, contacts, and file sharing. It offers strong built-in spam and phishing protection, advanced message authentication (DMARC, DKIM, SPF), and flexible storage options. Designed for high availability and fault tolerance, it can scale from small setups to thousands of nodes without complex proxies. Its web-based admin interface and automation tools simplify management. Using Stalwart helps you control your email securely, improve collaboration, and reduce reliance on big tech, making your communication more private and reliable. https://github.com/stalwartlabs/stalwart

#typescript#dashboard#f1#formula1#nextjs#realtime#rust#typescript f1-dash is a free, real-time Formula 1 dashboard that shows live race data like leaderboards, tire choices, lap times, gaps between drivers, and sector times. It helps you follow the race closely with detailed telemetry and timing information, making it easier to understand what's happening on track as it happens. You can also contribute to its development or support the creator. This tool benefits you by providing an interactive, up-to-date way to enjoy and analyze F1 races beyond just watching, enhancing your race experience with rich data insights[1][2][3]. https://github.com/slowlydev/f1-dash

#rust ncspot is a lightweight Spotify client that runs in the terminal, written in Rust and using librespot. It works only with Spotify premium accounts and supports playing tracks, albums, playlists, and searching music. It is designed to use very little computer resources and works on many platforms, including those without official Spotify apps like BSD systems. It comes with Vim-style keybindings and allows remote control via an IPC socket. You can easily install it on macOS, Windows, Linux, and BSD, and customize it with a config file. This makes it a simple, fast, and efficient way to enjoy Spotify on various systems[1][2][5]. https://github.com/hrkfdn/ncspot

#rust#code_quality#ide#language#language_server#lsp#python#rust#type_check#type_checker#typecheck#typechecker#types#typing Pyrefly is a fast tool for checking Python code. It helps catch mistakes before you run your code, making it easier to write reliable programs. Pyrefly can work with both new and old Python projects, even if they don't have type information. It integrates well with editors like VSCode, providing features like auto-completion and code refactoring. This makes coding faster and more efficient, helping you avoid bugs and making your code easier to understand and maintain. https://github.com/facebook/pyrefly