Prompt Engineering — resources
roadmap.sh: https://roadmap.sh/prompt-engineering
Books
- Prompt Engineering for Generative AI (James Phoenix & Mike Taylor) — practical, comprehensive O’Reilly guide to prompting LLMs and image models.
- AI Engineering (Chip Huyen) — broader context for building reliable LLM applications, including prompting and evaluation.
- Designing Machine Learning Systems (Chip Huyen) — system-level grounding for deploying and evaluating ML/LLM features.
Courses / practice
- Learn Prompting — free, well-structured open-source course covering techniques from basics to advanced.
- Prompt Engineering Guide (DAIR.AI) — the canonical reference for prompting techniques with examples and papers.
- Anthropic prompt engineering docs — official best practices for prompting Claude.
- OpenAI prompt engineering guide — official strategies and tactics for getting better results.