Notes

2026

1. Oct 14, 2026 · 3 min read

   Next.js App Router & Server Actions: Designing Resilient and Efficient Web Applications

   Why combining Server Components and Server Actions redefines state management, slashes JavaScript bundle size, and guarantees smooth user experiences even on low-bandwidth networks.

   • Next.js
   • React
   • TypeScript
2. Oct 12, 2026 · 3 min read

   Fraud Detection in Mobile Money: Mastering Extreme Class Imbalance

   In mobile money transactions, fraud often represents less than 0.1% of all traffic. A practical look at avoiding accuracy pitfalls and deploying robust models in Python.

   • Machine Learning
   • Python
   • Data Science