Web Development

Deep dive into model quantization. Learn GGUF, GGML, and EXL2 formats, calculate VRAM requirements, and measure quality impact on inference. Continue reading Quantization Explained: How to Run 70B Models on Consumer GPUs on SitePoint.

Technical analysis of DeepSeek-R1, the Chinese reasoning model competing with GPT-4o. Benchmarks, local deployment, and implications for AI infrastructure. Continue reading DeepSeek-R1: Why This Open-Source Reasoning Model Is Breaking the Internet on SitePoint.

Analysis of ‘vibe coding’ – building software with AI assistance. Explore Cursor, Windsurf, and when this approach works versus traditional development. Continue reading Vibe Coding: The Controversial New Way to Build Software with AI on SitePoint.

Performance comparison of WebGPU versus WebAssembly for running transformer models in the browser. Real benchmarks for LLM inference workloads. Continue reading Benchmarking Browser Inference: WebGPU vs. WebASM for Transformers.js on SitePoint.

Complete guide to building privacy-first AI applications. Cover WebGPU, WebAssembly, and Chrome’s window.ai API for client-side inference without data leaving the browser. Continue reading The Definitive Guide to Local-First AI: Building Privacy-Centric Web Apps in 2026 on SitePoint.

Design patterns for AI interfaces with local models. Handle loading states, progress indicators, and streaming responses for smooth user experiences. Continue reading UX Patterns for Local Inference: Handling Latency and Model Loading on SitePoint.

Using specialized small language models in the browser for JSON extraction, form parsing, and structured data processing without backend calls. Continue reading Beyond Chat: Specialized SLMs for Structured Data Extraction in the Browser on SitePoint.

Security analysis of running AI models in the browser. Cover model poisoning, prompt injection attacks, and data leakage prevention strategies. Continue reading Security Implications of Client-Side Model Execution on SitePoint.

Real-world case study of converting an OpenAI-powered app to a local-first PWA using WebGPU and browser-based models. Cost savings and performance gains. Continue reading Case Study: Migrating a Cloud Wrapper to a Local-First AI PWA on SitePoint.

Deep dive into React 20’s experimental compiler. Understand automatic memoization, how it replaces useMemo, and what this means for your apps. Continue reading React 20: The End of ‘useMemo’? Everything You Need to Know About the New Compiler on SitePoint.