Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
High-Frequency Real-Time UI in React: Decoupling WebSockets from Component Renders
Streaming financial ticks or AI voice waveforms directly into React component state triggers hundreds of renders per second, freezing the user's browser. Learn how to bypass the React lifecycle using decoupled mutable buffers and requestAnimationFrame.