I've crafted a robust Discord bot that monitors channels, scans messages for alerts, and efficiently fetches real-time charts with api calling using aiohttp for API calls. Employing an asynchronous approach. The bot stores chart images in a stream for speed, eliminating redundant downloads, and promptly sends custom alert messages with embedded charts to designated channels.