By dair-ai

Prompt Engineering Guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

Stars: 74.8k
Forks: 8.1k
Open issues: 263
Last commit: 2mo ago
Stats refreshed: Refreshed May 20, 2026

On the maker

dair-ai

Pricing

Open-source

View pricing

Field notes

No field notes yet.

Field notes for Prompt Engineering Guide will land here when sources support a confident take ; synthesized from postmortems, vendor retros, dev-team blogs, deeply-engaged GitHub issues, and our own builds.

Coverage isn’t promised on every tool ; empty sections are honest. Field notes are curated, not generated from vendor copy.

Benchmarks

Scores aren’t in yet.

We’re wiring up SWE-bench, Aider Polyglot, and a custom dev-task suite next. Methodology will be public; vendor pre-notification is 48 hours.

View benchmarks

How we make money

This directory is supported by display advertising. Advertisers do not influence editorial rankings, benchmark scoring, or which tools are featured. Tools are ordered by data.

Editorial independence policy →