#Performance
Here are my latest articles filed under Performance. Showing page 1 of 1 (7 total articles).
Why 8-bit quantization can halve LLM size and how outlier weights spoil it
8-bit quantization can shrink a language model dramatically, but a single outlier weight can break everything. Here’s how to do it right.
What Really Happens Inside React When Your Component Rerenders
A deep dive into React's rendering pipeline, showing where the magic happens and how to avoid common performance traps.
Why your React search box lags and how useTransition fixes it
A search field that stutters? I explain why debounce isn’t enough and show a practical useTransition solution.
Micro-frontends in Web Workers: How to Run Multiple Frameworks on One Page Without a Runtime Penalty
I built a page that runs React, Vue and Svelte side‑by‑side in Web Workers, eliminating the usual bundle size hit.
Why C# structs aren’t on the stack and how the runtime really stores them
C# structs look like stack‑only types, but the runtime decides where they live. Here’s the real story and how to write safer code.
Why VRAM bandwidth determines token speed in local LLMs
VRAM bandwidth, not just size, caps how fast a local LLM can generate text. I explain the bottleneck and how to work around it.
Why localStorage Can Block the Main Thread and How to Use It Wisely
localStorage looks simple, but each read or write can pause your page. Discover why and how to keep your UI smooth.
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