AI Articles — CodersSecret

Guides on AI, LLMs, Claude, MCP servers, prompting, local AI stacks, and building with modern AI tools.

• Claude Design: Anthropic's AI Design Tool That Turns Prompts into Prototypes — Claude Design lets you create polished prototypes, pitch decks, and landing pages through conversation. Learn what it is, how to use it, pricing, Canva integration, Claude Code handoff, and how it compares to Figma.
• Claude Code Prompting Guide: Build Better Software 10x Faster — Master the art of prompting Claude Code. Learn the patterns, structures, and techniques that turn vague instructions into production-grade code — with real before/after examples from building this very blog.
• Build a Local AI App Stack: RAG, Function Calling, and Agents Without Cloud APIs — Go beyond chatting with a local LLM. Build real AI applications — RAG for document Q&A, function calling for tool use, and autonomous agents — all running 100% locally with zero API costs.
• Run Google Gemma 4 Locally: Complete Setup Guide for Windows, macOS, and Linux — Step-by-step guide to running Google Gemma 4 on your own machine using Ollama, llama.cpp, and Hugging Face Transformers. Covers hardware requirements, quantization, GPU acceleration, and practical usage.
• MCP Servers: The Universal Plugin System for AI Agents — Learn what the Model Context Protocol (MCP) is, why it matters for AI development, and how to build your own MCP server that gives AI agents access to any tool or data source.