The Automation4MI
Guide Library
In-depth guides for every major AI tool — up to date and suited to every level. From ChatGPT and Claude, through n8n and Cursor, to Stable Diffusion and RAG.
Cursor vs Windsurf vs Copilot
The three leading AI code editors head to head — agent mode, codebase context, the cost of switching, and how to run a one-week trial on your own repository.
Scripts Library
Ready-made n8n workflows, Python scripts and shell commands to download and run — plus what to add before any of them is safe in production.
Build a Personal AI Assistant
What a personal AI assistant actually is, what it can and cannot do, and how to build one step by step.
AI for Small Business
Where AI saves a small business real time and money — customer service, marketing, content and process automation.
AI for Students & Learning
How students use AI without outsourcing the thinking — understanding, research, summarising, writing help and practice.
Advanced RAG
Smart chunking, hybrid search, reranking and GraphRAG — how to turn basic RAG into an accurate retrieval system in production.
AI Guardrails
Input and output filtering, PII, hallucination prevention and human-in-the-loop — how to keep an agent and chatbot safe in production.
AI Coding Agents
Claude Code, Cursor and autonomous coding agents — how they work, when to trust them and the right workflow.
Building an MCP Server
A practical guide to building your own MCP server — tools, resources, transport, connecting to Claude and agents, and security. With code.
Cutting LLM Costs
Prompt caching, batching and model choice — how to cut LLM costs in production by up to 90% without compromising quality.
AI Observability
How to monitor agents and LLMs in production — tracing, evals, cost and latency. LangSmith vs Langfuse and how to start.
Fine-Tuning an LLM
LoRA, QLoRA and when to even fine-tune a language model vs RAG. Dataset preparation, Unsloth and Axolotl — and when not to tune.
Vector Databases — Compared
Pinecone vs Qdrant vs Weaviate vs pgvector. The memory of RAG and AI agents — how embeddings and similarity search work, and how to choose.
Agent Frameworks — Compared
LangGraph vs CrewAI vs Claude Agent SDK, AutoGen and Pydantic AI. Which framework to choose for building AI agents, and when to skip it.
A2A — Agent Talks to Agent
The protocol that connects AI agents to each other. The difference from MCP, Agent Cards, the 2026 protocol stack and who's adopting it.
Computer-Use — Agents on Screen
Agents that see the screen, click and type. Claude Computer Use, Operator, Mariner, use cases and security risks.
Voice AI — Phone Agents
An agent that answers the phone and performs actions. The STT→LLM→TTS pipeline, latency, Vapi and LiveKit, and automation.
DeepSeek & Local Models
GPT-level open models that run on your machine. DeepSeek R1/V3, Ollama, LM Studio, the model map and open vs closed.
v0 by Vercel — UI with AI
From a prompt to a professional React interface in seconds — with shadcn/ui. Comparison vs Bolt & Lovable, plus prompts that work.
AI SEO & GEO
How to get ChatGPT, Perplexity and Google AI to cite you. Tactics, schema, llms.txt and measuring visibility.
Model Context Protocol (MCP)
Anthropic's open standard for connecting AI to tools. 1,000+ servers, setup in Claude Desktop, Cursor and Windsurf.
Windsurf IDE — Vibe Coding
Cascade AI Agent, Flows vs Requests, .windsurfrules, MCP Integration — the complete Vibe Coding guide.
Lovable.dev — Full-Stack AI
Build a full-stack app in 5 minutes — React, Supabase, Vercel, GitHub. The AI writes, fixes and deploys.
Prompt Engineering
Zero-shot, Few-shot, Chain-of-Thought, ReAct Framework, System Prompts — every technique in one guide.
Stable Diffusion
ComfyUI, SDXL, Flux, ControlNet, LoRA training, img2img — the complete guide to local image generation.
n8n — Self-Hosted Automation
Self-hosted automation, AI Agents, Workflow recipes, Docker, comparison to Make.com — everything you need.
Cursor AI
Agent Mode, Tab Completion, Cmd+K, Vibe Coding, .cursorrules — the complete guide to the AI-powered IDE.
Language Models (LLM)
OpenClaw — Local Personal AI Assistant
An AI assistant that runs on your computer, connected to WhatsApp and Telegram, controls your machine and manages email 24/7.
ComfyUI
The complete guide to the node interface for Stable Diffusion.
HuggingFace
The complete guide.
ChatGPT — The Complete Guide
GPT-4o, GPT-4.1, Plugins, Code Interpreter, Custom GPTs, API — all in one place.
Claude AI — The Complete Guide
Claude Opus, Sonnet, Haiku, Artifacts, Projects, and the Anthropic API.
Google Gemini 2.5
Pro, Flash, 2M context, Google AI Studio, Gemini API — updated June 2026.
xAI Grok 3
DeepSearch, Think Mode, Big Brain, Aurora image gen, SuperGrok, xAI API.
Perplexity AI
An AI search engine with real-time sources — Pro Search, Focus Modes, Spaces and API.
Coding & Development
Cursor AI — AI-Powered IDE
Agent Mode, Tab Completion, Inline Edit, .cursorrules, Vibe Coding — for beginners and developers.
Claude Code — CLI Coding Agent
Installation, Plan Mode, CLAUDE.md, MCP, Subagents and a comparison to Cursor and Copilot — Anthropic's coding agent.
Google AI Studio
Prompt design, free API key, Function Calling, Streaming, Multimodal inputs.
Automation & No-Code
n8n — Self-Hosted Automation
Workflows, AI Agents, Docker, Self-hosting, Recipes, comparison to Make.
Make.com (formerly Integromat)
Visual workflow builder, Scenarios, Modules, connecting APIs and AI — beginner to advanced.
Zapier — No-Code Automation
7,000+ apps, ready-made Zap Recipes, Zapier AI Agents, comparison to Make.com and n8n.
Google NotebookLM
Document analysis, Audio Overviews, chatting with PDFs, better research.
Image Generation & Design
Midjourney — Image Generation
V7, Prompt syntax, Parameters, Style Reference, Character Reference — the complete guide.
Stable Diffusion + ComfyUI
SDXL, Flux, ControlNet, LoRA training, img2img — local image generation.
LoRA — Model Training
Fine-tuning, DreamBooth, trigger words, training characters and styles on Stable Diffusion.
Video, Music & Voice
AI Video — Veo, Sora, Kling
Veo 3.1, Sora 2, Kling 3.0, Runway — Text-to-Video, cinematic prompting and a full workflow.
Suno — Music Generation
Full songs with AI, Custom Mode, song structure and multilingual songs — from zero to pro.
ElevenLabs — Voice AI
Text-to-Speech, voice cloning, dubbing and real-time Voice Agents — including a Python API.
AI Security & Cyber
Prompt Injection
OWASP LLM01 — direct/indirect/agentic injection, real 2026 cases, data exfiltration and layered defense.
AI Agent Security
Tool/MCP Security, Excessive Agency, Confused Deputy, sandboxing and HITL — protecting agents that act in the real world.
LLM Jailbreaking
A defensive guide — a taxonomy of techniques (Roleplay, encoding, Many-shot, Crescendo), detection and blocking.
LLM Security — OWASP Top 10
The ten critical risks in AI applications — explanation, example and defense for each, plus a secure architecture.
Advanced Techniques
Prompt Engineering
Zero/Few-shot, CoT, ReAct, System Prompts, JSON Output, Role Prompting — the comprehensive guide.
RAG — Retrieval Augmented Generation
Vector stores, Embeddings, Chunking, Re-ranking — building a RAG system from scratch.
Pinecone — Vector Database
Vector search, Indexes, Serverless, LangChain integration — a vector database for AI applications.
LangChain — Framework for LLM Apps
Chains, RAG, Agents, LCEL and LangSmith — building advanced AI applications with Python.
AI Agents — The Complete Guide
ReAct Loop, CrewAI, LangGraph, OpenAI Function Calling, Multi-Agent Systems — from zero to production.
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