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40 articles tagged "technical"
In the Weeds: Self-Hosting AI Models with LocalAI
A hands-on technical guide to running open-source language models on your own hardware with LocalAI — no cloud APIs, no usage fees, no data leaving your network.
joey-ioIn the Weeds: Code Quality at Scale with SonarQube MCP
How to integrate SonarQube's code analysis with AI agents using MCP — catching bugs, vulnerabilities, and code smells before they ship.
joey-ioIn the Weeds: Building AI Agents with Smolagents
A technical guide to building AI agents in Python with Hugging Face's Smolagents — lightweight, composable, and surprisingly capable.
joey-ioIn the Weeds: Video Intelligence with Mux and AI
How to build AI-powered video analysis workflows using Mux Video MCP — from automated transcription to intelligent content tagging.
joey-ioIn the Weeds: RAG from Scratch with txtai
A technical walkthrough of building a Retrieval-Augmented Generation pipeline with txtai — from document ingestion to query-time generation.
joey-ioIn the Weeds: Building a Personal Research Agent with Apify and Neon
A deep technical tutorial on combining Apify MCP for web scraping, Neon MCP for serverless Postgres, and AI to build a personal research pipeline. Code examples, architecture decisions, and real results.
joey-ioAI Wrappers vs Native AI Features: What Is Worth Paying For?
Understanding the difference between apps that wrap AI APIs and tools with genuinely native AI features.
Getting Started with Cursor AI
A beginner's guide to Cursor, the AI-powered code editor that's changing how developers write software.
How to Build Your Own AI Skill
A beginner's guide to creating custom AI skills that extend what your AI can do.
How to Set Up Your First MCP Server in 5 Minutes
A step-by-step guide to installing and running your first MCP server, even if you're not technical.
How to Use Claude with MCP Servers
A practical guide to connecting MCP servers to Claude for enhanced AI capabilities.
How Windsurf Works with MCP
Understanding Windsurf's AI coding capabilities and how MCP servers extend its power.
MCP Servers vs API Integrations: What Is the Difference?
A clear explanation of how MCP servers differ from traditional API integrations and when to use each.
MCP Servers vs ChatGPT Plugins: What's the Difference?
A clear comparison of MCP servers and ChatGPT plugins — how they differ and why MCP is winning.
RAG vs Fine-Tuning: Two Ways to Customize AI
Understanding the difference between RAG and fine-tuning for making AI work with your specific data and use case.
Single Agent vs Multi-Agent Systems: When Do You Need More Than One?
Understanding when a single AI agent is enough and when you need multiple agents working together.
The Complete Guide to Claude Code
Everything you need to know about Claude Code — Anthropic's CLI tool for AI-assisted software development.
Top 10 MCP Servers Every Developer Should Know
The most useful MCP servers for developers, from file management to database access to web scraping.