Prompting Optimization

Creator

Creator

Created

Created

2023 Sep 10 8:56

Editor

Editor

Edited

Edited

2025 Jul 6 1:46

Refs

Refs

System 2 Thinking

Reasoning Model

Workflow Orchestration

AI only think when It is executed

That is why think step by step or take deep breath is working (It really is doing when he read it). If not, there is no way to do it.

Prompt Optimization Technique

Reward Prompt Evolving

Prompting Techniques

Self-Ask Prompting

ReAct Prompting

Prompt Tuner (anthropic also provides prompt improver with feedback)

Introducing Cohere Prompt Tuner: Prompt Optimization at Your Fingertips

Automatically improve your prompts with Cohere’s new Prompt Tuner, available in beta today.

https://cohere.com/blog/intro-prompt-tuner

Prompting Techniques – Nextra

A Comprehensive Overview of Prompt Engineering

https://www.promptingguide.ai/techniques

https://arxiv.org/pdf/2312.16171v1.pdf

Workflow orchestration (

Prompting Optimization)

Explore common agent recipes with ready to copy code to improve your LLM applications.

https://www.agentrecipes.com/

Agent Recipes

Prompt Evaluation

https://arxiv.org/pdf/2305.14877

Backlinks

AI Agent AI Code Generation

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