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 Hono on SitePoint.
The Rise of ‘Micro-Backends’: Why Frontend Devs are Adopting Hono Read More »
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 The Complete Developer’s Guide to Running LLMs Locally: From Ollama to Production on SitePoint.
The Complete Developer’s Guide to Running LLMs Locally: From Ollama to Production Read More »
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 GitHub Copilot with Private AI on SitePoint.
Local Code Assistants: Replacing GitHub Copilot with Private AI Read More »
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 JavaScript Developers: Building AI Apps Without API Keys on SitePoint.
Ollama for JavaScript Developers: Building AI Apps Without API Keys Read More »
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: Which Local LLM Tool Should You Choose? on SitePoint.
LM Studio vs Ollama: Which Local LLM Tool Should You Choose? Read More »
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 Edge Devices: A Practical Guide on SitePoint.
Running LLMs on Raspberry Pi and Edge Devices: A Practical Guide Read More »
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: Building Private Document Q&A Systems on SitePoint.
Local RAG Without the Cloud: Building Private Document Q&A Systems Read More »
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.
Quantization Explained: How to Run 70B Models on Consumer GPUs Read More »
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.
DeepSeek-R1: Why This Open-Source Reasoning Model Is Breaking the Internet Read More »
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.
Vibe Coding: The Controversial New Way to Build Software with AI Read More »
