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Agentic AI Resource Library - 1,887 Tools, Frameworks & Research | Agentic AI Library

Agentic AI LibraryOpen Source · Last Reviewed 2026-06-07

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FoundationsFree

The Evolution From Prompt Engineering to Concept Engineering

Developer

Publisher: Nate Rosidi (KDNuggets)
Type Group: Docs & Guides
Type: Article
Level: Intermediate
Topic: Concept engineering: reusable, testable AI workflows as future-proof alternatives to prompts
Published: Mar 17, 2026

FoundationsFree

Engineering Is Not Coding

Developer

Publisher: Rajesh Gundugollu
Type Group: Docs & Guides
Type: Article
Level: Beginner
Topic: Engineering principles and the distinction between coding and engineering judgment
Published: Mar 26, 2026

FoundationsFree

Transformer Explainer: LLM Transformer Model Visually Explained

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Publisher: Aeree Cho, Grace C. Kim, Alexander Karpekov et al. (Georgia Tech)
Type Group: Tools & Platforms
Type: Interactive tool
Level: Beginner
Topic: Visual interactive explainer for transformer architecture
Published: Aug 8, 2024

FoundationsFree

The Prompt Report: A Systematic Survey of Prompting Techniques (arXiv:2406.06608)

Developer

Publisher: Schulhoff et al.
Type Group: Research & Papers
Type: Research Paper
Level: Intermediate
Topic: Most comprehensive prompting taxonomy: 58 techniques, 33 terms across 1500+ papers

FoundationsFree

Prompt Engineering Basics | dair-ai/Prompt-Engineering-Guide | DeepWiki

Developer

Publisher: Deepwiki
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Prompt-Engineering-Guide/guides/prompts-intro.md at main · dair-ai/Prompt-Engineering-Guide

Developer

Publisher: GitHub
Type Group: Tools & Platforms
Type: Tool
Level: Advanced
Topic: Context engineering

FoundationsFree

Prompt-Engineering-Guide/guides at main · dair-ai/Prompt-Engineering-Guide

Developer

Publisher: GitHub
Type Group: Tools & Platforms
Type: Tool
Level: Advanced
Topic: Context engineering

FoundationsFree/Paid

Prompt Engineering Guide (Web Version) - DAIR.AI - Medium

Developer

Publisher: Medium
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsPaid

Introduction to Prompt Engineering

Developer

Publisher: DAIR.AI
Type Group: Courses & Learning
Type: Course
Level: Advanced
Topic: Context engineering

FoundationsFree

About | Prompt Engineering Guide

Developer

Publisher: DAIR.AI
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsPaid

Introduction to Prompt Engineering

Developer

Publisher: DAIR.AI
Type Group: Courses & Learning
Type: Course
Level: Advanced
Topic: Context engineering

FoundationsFree

DAIR.AI - Empowering AI Builders & Creators

Developer

Publisher: DAIR.AI
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

GitHub - dair-ai/Prompt-Engineering-Guide: 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

Developer

Publisher: GitHub
Type Group: Tools & Platforms
Type: Tool
Level: Advanced
Topic: Context engineering

FoundationsFree

Google’s Game-Changing Prompt Engineering Whitepaper: What You Need to Know - MediusIQ

Developer

Publisher: Mediusiq
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Google's free whitepaper on prompt engineering

Developer

Publisher: LinkedIn
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree/Paid

Prompt Engineering - whitepaper by Google | by M.F.M Fazrin | Medium

Developer

Publisher: Medium
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Prompt Engineering - 60+ page whitepaper by Lee Boonstra (Google) - Fountn

Developer

Publisher: Fountn
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Prompt Engineering

Developer

Publisher: Kaggle
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Prompt Engineering - Lee Boonstra

Developer

Publisher: Leeboonstra
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Full text of "Whitepaper on Prompt Engineering by Google"

Developer

Publisher: Archive
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Google/Kaggle Whitepaper Prompt Engineering - Lee Boonstra

Developer

Publisher: Leeboonstra
Type Group: Docs & Guides
Type: Guide
Level: Advanced
Topic: Context engineering

FoundationsFree

Writing Generative AI, LLM, Dialogflow, Conversational AI & CCAI Articles

Developer

Publisher: Leeboonstra
Type Group: Docs & Guides
Type: Blog
Level: Advanced
Topic: Context engineering

FoundationsPaid

Learn Prompting

All

Publisher: Learn Prompting
Type Group: Courses & Learning
Type: Course
Level: Beginner
Topic: Prompting curriculum

FoundationsFree

Prompt Engineering Guide

All

Publisher: DAIR.AI
Type Group: Docs & Guides
Type: Guide
Level: Beginner
Topic: Prompting patterns

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