Artificial intelligence and machine learning news
Real-world analysis of AI software engineers like Devin. Interview with teams using autonomous coding agents and the surprising lessons learned. Continue reading The 'Devin' Aftermath: How AI Software...
Complete guide to native CSS Masonry layout with grid-template-rows: masonry. Browser support, fallbacks, and real-world implementation patterns. Continue reading CSS Masonry Layout is Finally Coming:...
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'? Everythi...
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...
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 Mo...
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 Struc...
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: ...
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 Definit...
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 ...
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...
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-...
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...
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...
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...
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...
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...
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 ...
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...
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 ...
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 ...