GitHub Trends

#go#cloud#devsecops#k8s#kubernetes#mesh#mesh_network#network#networking#overlay_network#security#self_hosted#virtual_network#virtual_networking#vpn#vpn_server#wg_quick#wireguard#wireguard_ui#wireguard_vpn#zero_trust Netmaker is a powerful tool for creating and managing secure networks. It uses WireGuard to provide fast and secure connections, allowing you to connect devices anywhere in the world. With features like mesh VPNs and multi-network segmentation, you can organize your networks securely and efficiently. Netmaker also offers robust access controls and integration with OAuth for secure user management. This helps keep your network safe and compliant, making it ideal for businesses managing complex network setups. https://github.com/gravitl/netmaker

#typescript The Exa MCP Server helps AI assistants like Claude perform web searches using the Exa AI Search API. This allows them to get real-time information safely and efficiently. The server provides structured search results, including titles and snippets, and handles errors well. It also caches recent searches for quick reference. Users benefit by getting up-to-date information easily and securely, which is useful for tasks like researching news, academic papers, or company data. To use it, you need Node.js, Claude Desktop, and an Exa API key. https://github.com/exa-labs/exa-mcp-server

#python#agent_computer_interface#ai_agents#computer_automation#computer_use#grounding#gui_agents#in_context_reinforcement_learning#memory#mllm#planning#retrieval_augmented_generation Agent S2 is a smart AI assistant that handles computer tasks by breaking them into smaller steps and using specialized tools for each part, making it highly adaptable and efficient across different systems like Windows and Android. It outperforms other AI tools in completing complex tasks, learns from experience, and adjusts plans as needed, helping users automate digital work more reliably and effectively. https://github.com/simular-ai/Agent-S

#swift#i3#i3wm#mac#macos#tiling#tiling_window_manager#window_manager AeroSpace is a tiling window manager for macOS that helps organize windows in a grid, making all windows visible at once. It offers fast workspace switching without animations, which can be faster than macOS's native Spaces. AeroSpace uses its own workspaces instead of macOS Spaces, allowing for more efficient management. It supports multiple monitors and doesn't require disabling System Integrity Protection. Users can configure it using plain text files, making it friendly for advanced users and developers. This setup helps users work more efficiently by keeping everything organized and easily accessible. https://github.com/nikitabobko/AeroSpace

#other#chatgpt#gpt_3_5#gpt_4#jailbreak#openai#prompt ChatGPT "DAN" (Do Anything Now) and similar jailbreak prompts allow users to bypass standard restrictions, enabling unfiltered responses on any topic, including generating unverified information, explicit content, or harmful instructions. These prompts work by simulating a role-play scenario where the AI ignores ethical guidelines and content policies, providing both restricted and unrestricted answers. The benefit is accessing typically blocked information or creative outputs, though this comes with risks of misinformation and harmful content[1][2][4]. https://github.com/0xk1h0/ChatGPT_DAN

#powershell#automated#bloatware#bloatware_removal#cleanup#debloat#debloater#interactive#optimize#powershell#powershell_script#privacy#ps1#registry_tweaks#tweaks#windows#windows_10#windows_11#windows_11_debloat#windows10#windows11 Win11Debloat is a free PowerShell script that quickly removes pre-installed Windows bloatware like TikTok, Xbox Game Bar, and Copilot while disabling ads, telemetry, and intrusive features. It simplifies tasks like restoring the classic right-click menu, hiding duplicate drives in File Explorer, and removing taskbar clutter, saving you from manually adjusting settings. The script is safe, reversible, and improves your experience by eliminating unnecessary background processes and distractions, making Windows cleaner and more focused. https://github.com/Raphire/Win11Debloat

#typescript Rowboat is a tool that helps you build complex workflows using AI. You can start with just an idea, and Rowboat's AI copilot will create the workflow for you. For example, you can ask it to build an assistant for a food delivery company. Rowboat connects easily with other tools and systems, and you can integrate it into your apps using a simple API or Python SDK. This makes it fast and easy to create and use multi-agent systems, which is beneficial because it saves time and requires minimal programming knowledge. https://github.com/rowboatlabs/rowboat

#rust#code_editor#developer_tools#rust#text_editor#vim Lapce is a very fast and powerful code editor written in Rust. It offers smart features like code completion and diagnostics thanks to its built-in Language Server Protocol (LSP) support. Users can enjoy a Vim-like editing experience and work on remote projects as if they were local. Lapce also includes a built-in terminal for running commands without leaving the editor. This makes it easy for developers to work efficiently and stay focused on their projects. https://github.com/lapce/lapce

#typescript#local_first#notetaking#open_source#react#rust#tauri#typescript Hyprnote is a tool that helps you with meeting notes. It records and transcribes meetings, then creates useful summaries from the notes. What's special about Hyprnote is that it works offline using open-source models, so you don't need the internet to use it. It's also very flexible because you can add or create extensions to make it work better for you. This means you can use it anywhere, even without internet, and it helps keep your notes organized and private. https://github.com/fastrepl/hyprnote

#python#agents#graph#llms#rag Graphiti helps AI systems handle constantly changing information by building real-time knowledge graphs that track relationships and historical data, allowing them to integrate user interactions, business data, and external sources seamlessly. Unlike traditional methods, it updates information instantly without needing full recomputations, enabling precise historical queries and efficient hybrid searches. This helps AI applications stay context-aware, automate tasks effectively, and manage complex, evolving data with minimal delay. https://github.com/getzep/graphiti

#go#dotenv#environment_variables#go#golang GoDotEnv is a tool for Go programming that loads environment variables from a `.env` file, making it easier to manage configuration settings like database credentials or API keys outside your code. This helps keep your code clean and secure, and lets you switch easily between different environments (development, testing, production) by using different `.env` files. You can use it as a library in your Go apps or as a command-line tool. It supports comments, multiple files, and works on Linux and Windows. This simplifies setup and improves security by keeping sensitive info out of your codebase[1][4]. https://github.com/joho/godotenv

#swift SwiftSyntax is a tool that helps developers work with Swift code by creating a tree-like structure called the SwiftSyntax tree. This tree represents the code in a way that keeps all the details of how it looks, not just what it means. It's useful for inspecting and changing code automatically, which can be helpful for tasks like making code more efficient or fixing errors. Using SwiftSyntax can make development faster and more efficient by allowing automation and analysis of code. https://github.com/swiftlang/swift-syntax