GitHub Trends

#c_lang The CDP System Software Release 8, updated in October 2023, is free and open-source software for creative sound design, offering about 80 new sound-processing programs including multichannel support, waveset distortion, and speech/voice tools. It supports the PVOCEX (.pvx) analysis file format used in Csound, enhancing compatibility and playback options. The system runs on Mac, Windows, and Linux, and includes updated graphical interfaces and scripting capabilities for advanced sound manipulation. This release benefits you by providing powerful, flexible tools to transform and create unique sounds, with ongoing development opportunities if you want to contribute or customize the software. https://github.com/ComposersDesktop/CDP8

#other#automation#automation_templates#integration#n8n#n8n_automation#n8n_template#no_code_ai#no_code_automation#workflow_automation You can use a large collection of ready-made automation templates for n8n, an open-source, low-code workflow automation tool that connects over 350 apps. These templates help automate tasks like email labeling, social media posting, document processing, chatbots, and data analysis without needing to build workflows from scratch. This saves you time and effort by letting you quickly implement smart automations for business, marketing, support, and more. n8n’s visual editor and AI integrations make it easy to customize workflows, improving your productivity and operational efficiency with minimal coding. https://github.com/enescingoz/awesome-n8n-templates

#typescript#agent#agentic_ai#agents#ai#ai_agents#ai_tools#anthropic#automation#bytebot#computer_use#computer_use_agent#cua#desktop#desktop_automation#docker#gemini#llm#mcp#openai Bytebot is an open-source AI desktop agent that acts like a virtual employee with its own computer, able to use real applications, browse websites, handle passwords, and process documents automatically. You just describe tasks in plain English, and Bytebot completes them by clicking, typing, downloading files, organizing data, and running complex workflows across multiple programs. It runs locally on your own infrastructure, ensuring privacy and full control, and supports many AI models. This helps you save time by automating repetitive or complex tasks without scripting, improving efficiency and accuracy in business, research, or development work. https://github.com/bytebot-ai/bytebot

#swift You can use a free, open-source BiliBili app demo made for Apple TV (tvOS) to watch videos, live streams, and see comments (barrage) on your TV. It supports features like QR code login, video casting, search, history, subtitles, HDR playback, and popular content lists. This demo is never officially sold or on app stores, so be careful of unauthorized paid versions. Using this demo lets you enjoy BiliBili content on a big screen with many useful functions, enhancing your viewing experience safely and without cost. You can get the latest version from its official GitHub releases. https://github.com/yichengchen/ATV-Bilibili-demo

#shell#apple#docker_container#icloud#photos You can use the docker-icloudpd Alpine Linux container to back up all your iCloud photos from multiple Apple devices to one server securely. It stores your login safely, converts HEIC photos to JPG, and can notify you via apps like Telegram. You can re-authenticate easily by messaging a Telegram bot or running a simple command, so you don’t need to access the container directly. It also supports uploading photos to Nextcloud and syncing deletions. This helps you keep all your photos backed up in one place with easy management and notifications, saving time and effort. Advanced Data Protection must be off for it to work. https://github.com/boredazfcuk/docker-icloudpd

#python#artificial_intelligence#cybersecurity#generative_ai#llm#pentesting Cybersecurity AI (CAI) is an open-source, lightweight framework that helps you build AI agents to find and fix security vulnerabilities efficiently. It supports many AI models and tools, works on multiple operating systems, and allows human control during tasks. CAI automates complex security testing steps like scanning, exploiting, and validating bugs, making bug bounty hunting easier and faster. It also logs detailed traces for better analysis and supports teamwork among AI agents. Using CAI can boost your cybersecurity skills, save time, and improve your ability to protect systems from attacks by combining AI power with your expertise. https://github.com/aliasrobotics/cai

#php#agent#agi#ai#gpt#llm#low_code#mcp#no_code#sandbox#workflow Magic is an open-source AI platform that helps businesses quickly build and use AI tools to boost productivity by up to 100 times. It offers a complete set of AI products, including a smart AI agent for complex tasks, an AI-powered chat system for team communication, and a visual tool to create AI workflows without coding. These tools work together to improve decision-making, automate tasks, and enhance collaboration securely within organizations. You can try Magic via cloud services or self-host it, making it flexible and powerful for different business needs. This platform saves time, improves efficiency, and supports smarter teamwork. https://github.com/dtyq/magic

#python#agents#ai#api_gateway#asyncio#authentication_middleware#devops#docker#fastapi#federation#gateway#generative_ai#jwt#kubernetes#llm_agents#mcp#model_context_protocol#observability#prompt_engineering#python#tools The MCP Gateway is a powerful tool that unifies different AI service protocols like REST and MCP into one easy-to-use endpoint. It helps you manage multiple AI tools and services securely with features like authentication, retries, rate-limiting, and real-time monitoring through an admin UI. You can run it locally or in scalable cloud environments using Docker or Kubernetes. It supports various communication methods (HTTP, WebSocket, SSE, stdio) and offers observability with OpenTelemetry for tracking AI tool usage and performance. This gateway simplifies connecting AI clients to diverse services, making development and management more efficient and secure. https://github.com/IBM/mcp-context-forge

#c_lang You can build C projects using only a C compiler without needing tools like make or cmake by using the "nob" library, which lets you write build instructions in C itself. This makes your build process very portable across many systems (Linux, Windows, MacOS, etc.) because it depends only on the C compiler, which is widely available. It also lets you reuse code between your project and build system since both use C. However, it requires comfort with C programming and is mainly useful for simpler C/C++ projects, not complex ones with many dependencies. You just include the single header file "nob.h" to start using it. This approach simplifies building and increases control if you prefer coding your build steps in C directly. https://github.com/tsoding/nob.h

#csharp#2d#avaloniaui#csharp#dotnet_core#dotnetcore#editor#game_development#graphics#graphics_editor#linux_desktop#painting#pixel_art#pixi#procedural_drawing#procedural_generation#raster_graphics#sprites#tabs#vector_graphics PixiEditor is a free, easy-to-use 2D graphics editor that combines pixel art, painting, and vector tools all in one program. You can create game sprites, animations, logos, and edit images with a simple interface. It supports mixing vector and raster graphics on the same canvas and lets you export to many formats like PNG, SVG, GIF, and MP4. The powerful Node Graph system allows you to create complex, non-destructive effects and animations. It also has a timeline for frame-by-frame animation and autosaves your work to prevent loss. This makes it a versatile tool for artists and game developers. https://github.com/PixiEditor/PixiEditor

#python#agents#ai#ai_ux#autogen#browser_use#computer_use_agent#cua#ui Magentic-UI is a tool that helps you automate complex web tasks by working together with you. It lets you plan step-by-step actions, watch the progress, and approve sensitive steps to keep control and safety. You can interact with it through a browser, upload files, and even run multiple tasks at once. It learns from past tasks to improve future automation. This means you save time on repetitive or complicated web activities while staying in control, making your work easier and more efficient. It supports Python 3.10+ and works best with Docker or WSL2 on Windows. https://github.com/microsoft/magentic-ui

#python#mllm#point_clouds#scene_understanding#spatial_intelligence SpatialLM is a powerful 3D language model that turns complex 3D point cloud data from videos, RGBD images, or LiDAR into clear, structured 3D scene layouts showing walls, doors, windows, and objects with labels. It works without needing special equipment and can detect user-specified object categories. This helps you understand and analyze indoor spaces better, useful for robotics, navigation, and 3D design. You can run it on your data, visualize results, and even customize detection tasks easily, making 3D scene understanding more accessible and flexible for many applications. https://github.com/manycore-research/SpatialLM