Skip to main content

Prompt Engineering Resources

A curated collection of the most valuable resources for learning and mastering prompt engineering techniques, frameworks, and best practices for AI-assisted development.

Technical Guides and Tutorials​

Core Learning Resources​

Industry Perspectives​

Development-Specific Resources​

Web Development Focus​

Prompting Techniques and Methodologies​

Core Techniques​

Chain-of-Thought Prompting​

ReAct Framework​

Few-Shot Learning​

  • Few-Shot Prompting - Prompt Engineering Guide
    Techniques for learning from limited examples

Advanced Methodologies​

Framework and Infrastructure Resources​

Context and Architecture​

Developer Productivity​

Benchmarks and Evaluation​

Programming Language Comparisons​

AI Framework Comparisons​

Systems Programming​

Research and Academic Resources​

Comprehensive Studies​

Reference Materials​

Getting Started​

For beginners, we recommend starting with:

  1. Prompt Engineering Guide for foundational knowledge
  2. Few-Shot Prompting for practical techniques
  3. Chain-of-Thought Prompting for advanced reasoning

For developers specifically:

Contributing​

This resource collection is continuously updated. If you have suggestions for additional resources or notice outdated links, please contribute to keeping this guide current and valuable for the community.

Last updated: June 12, 2025