natnew/Awesome-Prompt-Engineering

Organized as a structured knowledge base spanning foundational prompting techniques through advanced agentic patterns, it covers system prompts, chain-of-thought reasoning, RAG integration, tool definitions, and memory management—the full architecture of context engineering. The collection includes 148+ glossary terms, deep learning fundamentals (transformers, tokenization, attention), curated research articles, and an AI cheat sheet with API parameters and cost optimization, targeting developers building everything from single-prompt applications to production multi-agent systems.