GPT Desktop is a standalone desktop client built on Electron that wraps OpenAI's ChatGPT API to offer a native application experience on macOS, Windows, and Linux. It features an intuitive chat interface, automatic conversation syncing, exportable logs, and multiple conversation windows. Users can save custom prompts as templates, organize chat sessions by folders, and adjust themes and fonts. Keyboard shortcuts and system tray integration make switching between chats and invoking the app quick and easy. All data is stored locally for privacy and offline access to previous conversations.

CybMASDE enables researchers and developers to build, configure, and execute multi-agent simulations with deep reinforcement learning. Users can author custom scenarios, define agent roles and reward functions, and plug in standard or custom RL algorithms. The framework includes environment servers, networked agent interfaces, data collectors, and rendering utilities. It supports parallel training, real-time monitoring, and model checkpointing. CybMASDE’s modular architecture allows seamless integration of new agents, observation spaces, and training strategies, accelerating experimentation in cooperative control, swarm behavior, resource allocation, and other multi-agent use cases.