beginnerGuide
Prompt Engineering Best Practices
OpenAI
Core prompt patterns for clarity, constraints, examples, and formatting.
30 min · Updated 2025-01-01
basicsinstructionsformatting
Prompt Engineering Tutorials
Curated tutorials and courses for prompt engineering across OpenAI, Claude, Gemini, and production agent workflows.
20 tutorials
beginnerGuide
Prompt Engineering Overview
Anthropic
Practical prompt design with Claude, including XML tags and role prompting.
25 min · Updated 2025-01-01
basicsstructureclaude
beginnerDocs
Prompting with Gemini
Gemini-focused prompting fundamentals with examples for chat and structured output.
20 min · Updated 2025-01-01
basicsgeministructured-output
intermediateGuide
Prompt Engineering Guide
Google Cloud
How to design prompts for enterprise LLM workflows and evaluation.
35 min · Updated 2025-01-01
enterpriseevaluationworkflow
beginnerCourse
Learn Prompting: Intro Course
Learn Prompting
Open educational curriculum from beginner to advanced prompt techniques.
2-3 hours · Updated 2025-01-01
basicssecurityreasoning
beginnerShort course
ChatGPT Prompt Engineering for Developers
DeepLearning.AI
Hands-on prompting patterns by Andrew Ng and OpenAI.
1.5 hours · Updated 2025-01-01
codingtemplatesapi
intermediateCourse
Prompt Engineering with ChatGPT
Vanderbilt + Coursera
Structured course on prompt techniques across scenarios and domains.
8-10 hours · Updated 2025-01-01
case-studiesworkflowevaluation
intermediateCode examples
OpenAI Cookbook: Prompt Patterns
OpenAI
Prompting examples for extraction, classification, tools, and workflows.
60 min · Updated 2025-01-01
codeextractionclassification
intermediateTemplate library
Anthropic Prompt Library
Anthropic
Reusable prompt templates for writing, analysis, support, and coding.
45 min · Updated 2025-01-01
templatesclaudewriting
intermediateDocs
Azure OpenAI Prompt Engineering
Microsoft
Microsoft guidance for reliable prompting in Azure OpenAI workloads.
30 min · Updated 2025-01-01
azurereliabilityproduction
intermediateGuide
Prompt Engineering on Amazon Bedrock
AWS
Prompt tips and patterns for Bedrock-hosted foundation models.
30 min · Updated 2025-01-01
awsbedrockproduction
beginnerGuide
Cohere Prompting Best Practices
Cohere
Prompt guidelines for retrieval, command generation, and guardrails.
25 min · Updated 2025-01-01
cohereragguardrails
advancedSecurity guide
Prompt Injection Defenses
OWASP + Learn Prompting
Defensive prompting patterns against prompt injection and jailbreaks.
50 min · Updated 2025-01-01
securityinjectionjailbreaks
beginnerTutorial
Few-shot vs Zero-shot Prompting
Prompting Guide
When and how to use few-shot examples to improve model reliability.
20 min · Updated 2025-01-01
few-shotzero-shotreliability
intermediateTutorial
Chain-of-Thought Prompting
Prompting Guide
Reasoning prompts and when to request intermediate thinking.
25 min · Updated 2025-01-01
reasoningcotproblem-solving
advancedTutorial
Self-Consistency Prompting
Prompting Guide
Sampling multiple reasoning paths and selecting consistent outcomes.
25 min · Updated 2025-01-01
reasoningadvancedquality
advancedTutorial
ReAct Prompting for Agents
Prompting Guide
Combining reasoning and actions for tool-using agents.
35 min · Updated 2025-01-01
agentstoolsreasoning
intermediateGuide
Structured Output Prompting (JSON)
OpenAI + Anthropic
Schema-first prompt design for parseable and reliable outputs.
30 min · Updated 2025-01-01
jsonstructured-outputapi
advancedGuide
Prompt Evaluation with Rubrics
OpenAI Evals
How to evaluate prompt quality with scoring criteria and test sets.
40 min · Updated 2025-01-01
evaluationmetricstesting
intermediateTutorial
System Prompt Design Patterns
Prompt Engineering Guide
Role definition, boundaries, and fallback behaviors in system prompts.
30 min · Updated 2025-01-01
system-promptssafetydesign