AI Education Hub
Everything you need to master AI tools, save money on API costs, and build a fully working AI system. From beginner guides to advanced orchestration.
LLM Cost Comparison Matrix
Updated pricing per 1M tokens. Compare models to find the best value for your use case.*Self-hosted costs vary by infrastructure
| Model | Provider | Input /1M | Output /1M | Context | Best For |
|---|---|---|---|---|---|
| Claude Opus 4 | Anthropic | $15.00 | $75.00 | 200K | Complex reasoning, code generation |
| Claude Sonnet 4 | Anthropic | $3.00 | $15.00 | 200K | Balanced quality/cost, daily coding |
| Claude Haiku 3.5 | Anthropic | $0.80 | $4.00 | 200K | Fast tasks, classification, extraction |
| GPT-4o | OpenAI | $2.50 | $10.00 | 128K | General purpose, multimodal |
| GPT-4o mini | OpenAI | $0.15 | $0.60 | 128K | Budget tasks, high volume |
| Gemini 2.5 Pro | $1.25 | $10.00 | 1M | Long context, multimodal, code | |
| Gemini 2.5 Flash | $0.15 | $0.60 | 1M | Fast, cheap, long context | |
| Llama 3.3 70B | Meta (Open) | Free* | Free* | 128K | Self-hosted, privacy-sensitive |
| Mistral Large | Mistral | $2.00 | $6.00 | 128K | European compliance, multilingual |
Prices as of March 2026. Check provider websites for the latest pricing.
Guides & Tutorials
Cost Optimization2 guides
Token Optimization: Save 40-60% on AI API Costs
Learn proven techniques to reduce your Claude, OpenAI, and Gemini API costs. Covers prompt compression, caching strategies, context window management, and smart model routing.
Understanding AI API Pricing: Complete Cost Matrix
Side-by-side comparison of pricing for Claude, GPT-4o, Gemini, Llama, Mistral, and more. Input/output token costs, rate limits, and which model to use when.
LLM Models2 guides
LLM Model Guide: Which AI Model for Which Task?
Detailed breakdown of Claude Opus/Sonnet/Haiku, GPT-4o/4o-mini, Gemini Pro/Flash, Llama 3, Mistral, and more. Strengths, weaknesses, and optimal use cases for each.
Multi-Model Strategy: When to Use Which LLM
Build a routing system that uses cheap models for simple tasks and premium models for complex ones. Includes cost calculations and decision frameworks.
LLM Routing3 guides
LLM Routing Systems Explained (For Non-Engineers)
What is LLM routing, why it matters, and how it saves money. Plain English guide with diagrams. Covers OpenRouter, LiteLLM, and custom routing.
Setting Up OpenClaw: Your AI Orchestrator (Step-by-Step)
Complete walkthrough of installing and configuring OpenClaw for multi-agent orchestration. From installation to your first workflow, with screenshots.
NVIDIA NeMo & NamoClaw: Enterprise AI Orchestration
Guide to NVIDIA's AI orchestration tools. When to use NeMo Guardrails, NeMo Curator, and how they compare to open-source alternatives.
Setup Guides3 guides
Claude Code Setup: From Zero to Productive in 10 Minutes
Install Claude Code, configure your first CLAUDE.md, set up hooks, and run your first slash command. Includes video walkthrough link.
Building Your AI Brain: The 7-Layer Architecture
How CLAUDE.md, settings, MCP servers, agents, knowledge base, commands, and skills compound into a system greater than the sum of its parts.
Making ChatGPT, Gemini & Perplexity Smarter
Not just Claude — learn how to apply brain architecture principles to any AI. Custom instructions for GPT, Gemini gems, Perplexity profiles, and more.
Prompt Engineering2 guides
Prompt Engineering That Actually Works
Move beyond basic prompting. Learn chain-of-thought, few-shot, system prompts, structured outputs, and advanced techniques that get better results.
Context Engineering: The Secret to Better AI Responses
Why context engineering matters more than prompt engineering. Learn to structure your project context so AI understands your codebase deeply.
Recommended Learning Path
Follow this path to go from AI beginner to power user in one week.
Understand the Landscape
Set Up Your First AI Brain
Learn Prompt Engineering
Optimize Costs
Advanced: Orchestration
Build Your Full System
Step-by-Step Setup Guides
Hands-on walkthroughs for every major tool and platform in the AI Starter Package ecosystem.
Apify Setup Guide
Configure Apify for web scraping and data extraction inside your AI workflows.
OpenClaw Setup Guide
Full walkthrough for installing and configuring OpenClaw, your AI orchestration layer.
Claude Code for Beginners
Install Claude Code, write your first CLAUDE.md, and run your first session.
Writing CLAUDE.md
Master the AI operating manual that tells Claude exactly how to work for you.
MCP Quickstart
Connect Claude to external tools and databases with Model Context Protocol servers.
Installing Skills
Browse, select, and install domain skills from 123+ verified GitHub repositories.
Schedule Command Setup
Automate recurring AI tasks with cron-based scheduled commands.
Telegram Bot Setup
Connect your AI brain to Telegram for on-the-go access and notifications.
Discord Bot Setup
Deploy your AI agents inside Discord servers for team collaboration.
VPS Deployment Guide
Run your AI system 24/7 on a VPS — from provisioning to production.
OpenClaw Quickstart
Get your first multi-agent workflow running in under 30 minutes.
Agent Swarms
Orchestrate multiple specialist agents working in parallel on complex tasks.
Token Optimization
Cut AI API costs by 40-60% with prompt compression and smart caching.
Memory System Deep Dive
Build the 7-tier memory architecture that makes your AI remember everything.
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