Hey everyone! 👋 I'm excited to share the first public release of Resonance. Resonance is a visual system design simulator that connects to GitHub repositories, reverse-engineers architecture, and enables real-time simulation with AI-powered optimization suggestions. The goal is to make it easier for developers and architects to design, analyse, and better understand distributed systems through an interactive visual interface. Current features • 🎨 Visual drag-and-drop system design editor • 📊 Real-time simulation with detailed architecture reports, including: - Overall architecture score - Reliability - Performance - Security - Cost - Explainability - Actionable recommendations • 🔍 Architecture validation and bottleneck detection • 🐳 Docker Compose export • 🌗 Dark & Light themes • 👥 Teams (Beta) • 📋 Templates (Beta) Built with - React 19 - Node.js + Express - React Flow - Zustand - Tailwind CSS - Vite What's next - Smarter AI-powered architecture recommendations - Better cloud cost estimation - Improved GitHub repository analysis - Higher simulation accuracy - Real-time collaborative editing This is still an early release, and I'd genuinely love to hear what you think. If you have ideas, spot bugs, or have suggestions for improving the simulation engine or overall experience, I'd really appreciate your feedback. GitHub: https://github.com/malcommathela/Resonance Live Demo: https://resonance-web-eight.vercel.app Thanks for checking it out! Looking forward to your thoughts and suggestions. 🙌

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We often don’t realize how much we change until we look back. From being a confused student to working in the tech industry -this is my journey so far. I graduated in Electronics and Communication Engineering (ECE), but I always had a strong interest in Technology and Software. During college, I was exploring many things without clear direction. I was curious, but still figuring out my path. Today, I work as a Program Analyst . Over time, I was able to turn my interest into a career in tech. Along with my work, I still enjoy exploring deeply - tech, creative ideas, Real Projects, and more . I’m not an expert in everything, but I enjoy learning something new every day. A big thanks to Amigoscode, to provide free learning resources. This is not a success story - just a simple journey of growth and learning. https://medium.com/@tharveshmuhaideen/not-perfect-just-evolving-53dced0f010e

→ Platform - Amigoscode 2.0 - Amigoscode 1.0 → Merch - Amigoscode Merch → Socials - Amigoscode Youtube Channel - Lets connect on LinkedIn → Join the team - Coming Soon → Amigoscode Academy - Join waiting list → Current Giveaways - Macbook pro (1) - Mac Mini M4 (1) - MX Mouse and Keyboard (3) - 32 Inch Monitor with Arm (1) The the above items apply here. T&Cs apply. → Freebies - 3 months FREE Jetbrains Licence

How can I get software licence for 1 year of student