Resources

🛠 Tool 7

PromptForger AI Playground

Our interactive prompt engineering workbench with template library, variable system, and multi-model support.

Prompt Engineering

OpenAI Playground

Interactive web interface for experimenting with GPT models, adjusting parameters, and testing prompts in real time.

ChatGPT Prompt Engineering

Anthropic Console & Workbench

Build and test Claude prompts with the interactive workbench, manage API keys, and monitor usage.

Claude Prompt Engineering

LM Studio

Run open-source LLMs locally on your machine with a clean desktop interface and OpenAI-compatible API.

LLM Fundamentals

Ollama

Command-line tool for running open-source language models locally with simple pull-and-run workflow.

LLM Fundamentals

GitHub Copilot

AI-powered code completion and generation tool integrated into popular code editors.

Code Generation

Claude Code (CLI Agent)

Terminal-based AI coding agent that reads, writes, and executes code autonomously in your development environment.

AI Agents Claude Code Generation

📄 Documentation 3

OpenAI API Documentation

The official API reference for building with GPT models, covering endpoints, parameters, and best practices.

ChatGPT LLM Fundamentals

Anthropic Claude Documentation

Comprehensive guide to working with Claude models, including system prompts, tool use, and extended thinking.

Claude LLM Fundamentals

Google Gemini API Documentation

Technical reference for Google Gemini models covering multimodal inputs, grounding, and function calling.

LLM Fundamentals

🔧 Framework 3

LangChain Documentation

Framework for building applications with LLMs through composable chains, agents, and retrieval-augmented generation.

AI Agents LLM Fundamentals RAG

LlamaIndex Documentation

Data framework for connecting LLMs to private data sources through indexing, retrieval, and query engines.

LLM Fundamentals RAG

CrewAI Documentation

Multi-agent orchestration framework for creating AI agent teams that collaborate on complex tasks.

AI Agents Prompt Engineering

📋 Cheat Sheet 2

OpenAI Prompt Engineering Guide

Official strategies for getting better results from GPT models, covering tactics for clarity, specificity, and reasoning.

ChatGPT Prompt Engineering

Anthropic Prompt Engineering Guide

Best practices for crafting effective Claude prompts, including system prompts, chain-of-thought, and output formatting.

Claude Prompt Engineering

👥 Community 3

r/PromptEngineering

Active Reddit community for sharing prompt techniques, discussing AI tools, and solving prompt challenges together.

Prompt Engineering

r/LocalLLaMA

Reddit community focused on running open-source language models locally and optimizing inference performance.

LLM Fundamentals

Hugging Face

The largest open-source AI platform for models, datasets, and collaborative machine learning spaces.

Fine-Tuning LLM Fundamentals

📚 Book 3

Attention Is All You Need (Transformer Paper)

The foundational research paper that introduced the transformer architecture powering all modern LLMs.

LLM Fundamentals

Chain-of-Thought Prompting Elicits Reasoning (Research Paper)

The Google Brain paper that demonstrated how step-by-step prompting dramatically improves LLM reasoning.

LLM Fundamentals Prompt Engineering

ReAct: Reasoning and Acting in Language Models (Research Paper)

The paper that introduced interleaving reasoning and action steps for more capable AI agents.

AI Agents Prompt Engineering

🎬 Video 2

Andrej Karpathy — AI Lectures

Deep technical lectures from a former OpenAI research lead covering neural networks, GPT internals, and tokenization.

LLM Fundamentals

3Blue1Brown — Neural Networks Series

Beautiful visual explanations of neural network concepts including attention mechanisms and transformers.

LLM Fundamentals

🛠 Tool 7

📄 Documentation 3

🔧 Framework 3

📋 Cheat Sheet 2

👥 Community 3

📚 Book 3

🎬 Video 2

📨 Newsletter 2