Animations can be one of the most joyful parts of building interfaces, but without structure, they can also become one of the biggest sources of frustration. By consolidating and standardizing keyfram...
AI & ML
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...
AI & ML
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-...
AI & ML
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 Mod...
AI & ML
Build completely local, privacy-preserving Retrieval Augmented Generation systems. Use local embedding models and vector databases like Chroma and LanceDB. Continue reading Local RAG Without the Cloud...
AI & ML
Practical guide to deploying LLMs on low-power devices. Learn to run Llama.cpp on Raspberry Pi 5 with GGUF quantization for IoT and home automation. Continue reading Running LLMs on Raspberry Pi and E...
AI & ML
Head-to-head comparison of LM Studio and Ollama. We compare installation, model support, API capabilities, and performance to help you choose the right tool. Continue reading LM Studio vs Ollama: Whic...
AI & ML
Learn how JavaScript developers can integrate Ollama into Node.js applications. Build chat interfaces, VS Code extensions, and streaming responses without external APIs. Continue reading Ollama for Ja...
AI & ML
Set up private, local alternatives to GitHub Copilot. Configure Continue.dev with Ollama, explore CodeLlama and StarCoder for secure code completion. Continue reading Local Code Assistants: Replacing ...
AI & ML
A comprehensive guide covering the local LLM stack from hardware requirements to production deployment. Compare Ollama, LM Studio, llama.cpp and build your first local AI application. Continue reading...
AI & ML
Exploring the trend of using lightweight, edge-compatible frameworks like Hono over Express/NestJS for simple API routes. Continue reading The Rise of 'Micro-Backends': Why Frontend Devs are Adopting ...
AI & ML
With D1, Turso, and LiteFS reaching maturity, is it time to ditch the managed Postgres instance for side-project-scale apps? Continue reading Post-PostgreSQL: Is SQLite on the Edge Finally Production ...
AI & ML
Analysis of the latest React updates affecting streaming server-side rendering and hydration boundaries. Continue reading React 20 Conf Recap: What the New Suspense Updates Mean for SSR on SitePoint.
AI & ML
Using Chrome DevTools and external profilers to identify memory leaks when loading and unloading models in single-page applications. Continue reading Debuggability in Local AI: Profiling WebGPU Memory...
AI & ML
How to implement Retrieval Augmented Generation without sending user data to a server. Using client-side vector databases and local embedding models. Continue reading Building a Privacy-Preserving RAG...
AI & ML
Real-world data comparison. Why WebGPU is the game changer regarding compute shaders for matrix multiplication required by LLMs. Continue reading WebGPU vs. WebGL: Performance Benchmarks for Client-Si...