--- title: "Muthukumar Thirusangu (@muthu892) | Hashnode" description: "Muthukumar Thirusangu (@muthu892) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@muthu892" --- @muthu892 # Muthukumar Thirusangu @muthu892 · Joined February 2026 ### [K3s in Action: Why We Chose It First and How It Scales With Us](https://techblog.geekyants.com/k3s-in-action-why-we-chose-it-first-and-how-it-scales-with-us?utm_source=hashnode&utm_medium=feed) Learn how K3s helps us ship MVPs faster, maintain dev-prod parity, and scale production apps—delivering a lightweight yet reliable Kubernetes solution for growing teams. 5 min read · [techblog.geekyants.com](https://techblog.geekyants.com/k3s-in-action-why-we-chose-it-first-and-how-it-scales-with-us?utm_source=hashnode&utm_medium=feed) [Jun 18](https://hashnode.com/posts/k3s-in-action-why-we-chose-it-first-and-how-it-scales-with-us/6a33eb7a30542719641ba0bb) ### [Leveraging AI for Predictive Analytics & Forecasting in Modern Applications](https://techblog.geekyants.com/leveraging-ai-for-predictive-analytics-forecasting-in-modern-applications?utm_source=hashnode&utm_medium=feed) Learn how AI-driven predictive analytics enhances forecasting, optimizes decision-making, and boosts efficiency across industries. Explore key use cases! 6 min read · [techblog.geekyants.com](https://techblog.geekyants.com/leveraging-ai-for-predictive-analytics-forecasting-in-modern-applications?utm_source=hashnode&utm_medium=feed) [Mar 19](https://hashnode.com/posts/leveraging-ai-for-predictive-analytics-forecasting-in-modern-applications/69bbae848c55d6eefbb1b414) ### [The Metaprogramming Edge: Making Python Code Smarter and More Adaptive](https://techblog.geekyants.com/the-metaprogramming-edge-making-python-code-smarter-and-more-adaptive?utm_source=hashnode&utm_medium=feed) Build smarter, self-aware and adaptive Python code through metaprogramming to minimize boilerplate, enhance flexibility and power intelligent AI and backend systems. 10 min read · [techblog.geekyants.com](https://techblog.geekyants.com/the-metaprogramming-edge-making-python-code-smarter-and-more-adaptive?utm_source=hashnode&utm_medium=feed) [Mar 12](https://hashnode.com/posts/the-metaprogramming-edge-making-python-code-smarter-and-more-adaptive/69b260f46c896b0519f8cb3c)