APPEC Learning Resources

Master the Art of Prompt Engineering

Thank you for registering! To help you prepare and perform your best, we've compiled powerful learning resources, from beginner to advanced, covering the latest techniques in prompt design, optimization, and strategy.

APPEC Tutorial & Video Guides

APPEC Tutorial & Video Guides

Essential for Participants
1. APPEC Tutorial

Competition Guide

Beginner Foundation
2. The ULTIMATE 2025 Guide

Master the Formula

Advanced Strategy
3. The ADVANCED 2025 Guide

21 Transformative Prompts

Competitive Edge
4. Best AI Prompt Techniques

High-Leverage Methods

Best Practices
5. What Works & What Doesn't

2025 Overview

Articles & Documentation

Articles & Documentation

Official Guide
OpenAI – Prompt Engineering
Official authoritative guide on practical rules for LLMs.
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Optimization
Braintrust – Best Practices
Data-driven optimization and systematic methods.
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Practical Checklist
CodeSignal – 2025 Practices
Breakdown of chain-of-thought and few-shot prompting.
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Deep Dive
Lakera – Ultimate Guide
Broad coverage from basics to model-specific nuances.
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Business Context
MIT Sloan – Effective Prompts
Business context, limitations, and strategy.
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