AI Tools

Essential techniques for crafting effective prompts that get better results from AI models.

Master system prompts to establish consistent AI behavior, personas, and response patterns.

Use step-by-step reasoning to improve AI accuracy on complex logical and mathematical tasks.

Teach AI models new tasks by providing just a few examples in your prompt.

Ready-to-use prompt templates for common development, writing, and analysis tasks.

Master Claude's unique strengths, context window, and optimal use cases.

OpenAI's GPT-4 models, including GPT-4 Turbo and GPT-4o capabilities and best uses.

Set up and run open-source LLMs on your own hardware with Ollama, llama.cpp, and more.

Complete guide to Meta's Llama family of open-source language models.

Guide to Mistral AI's efficient and powerful language models.

Effective patterns for using AI throughout the software development lifecycle.

Use AI to analyze datasets, generate reports, and extract insights from data.

Use AI to generate, improve, and maintain technical documentation.

Effective workflows for creating blog posts, tutorials, and marketing content.

Run open-source LLMs locally with Ollama's simple setup and API.

Chain prompts, tools, and memory together with LangChain for powerful AI applications.

Complete guide to using OpenAI's GPT models and API.