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Awesome GitHub RepositoriesGuides

Instructional materials that provide step-by-step methodologies for implementing specific development patterns or engineering strategies.

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  • dair-ai/Prompt-Engineering-Guide

    dair-ai/Prompt-Engineering-Guide

    70,526GitHubView on GitHub↗

    This project is a comprehensive educational resource and knowledge base dedicated to the development and application of large language models and autonomous agentic systems. It provides a structured framework for understanding prompt engineering, context management, and the architectural patterns required to build task

    MDXagentagentsai-agents
  • firstcontributions/first-contributions

    firstcontributions/first-contributions

    52,672GitHubView on GitHub↗

    This project is an educational resource designed to lower the barrier to entry for new developers learning how to participate in open-source software development. It provides a safe, guided practice environment where beginners can master the fundamental workflows required to contribute to public repositories. The proj

    beginnerbeginner-friendlycontribute

Explore sub-tags

  • Context Engineering GuidesMethodologies for managing system prompts and memory in agentic workflows.
  • Project Selection GuidesResources and methodologies for identifying and choosing open source projects to contribute to or learn from.
  • Prompt Engineering Knowledge BasesComprehensive collections of prompting strategies and best practices.
  • RAG Implementation Guides
Technical references for designing and optimizing retrieval-augmented generation systems.
  • Reasoning Strategy GuidesDocumentation on advanced methods for eliciting complex reasoning from models.