Create unique MIN with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging MIN with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
Generating an Opinion about Writing a MIDI File using Python3 Code
I want to write a midi file. Can you provide python3 code that writes a simple tune using a for loop to add each note?
Encoding a Melody to MusicXML
How would you encode the melody to "<Song of your choice>" as MusicXML?
Generate an Opinion about a Song Featuring Both a Programmer and a Non-Programmer
Create a song featuring both a programmer and a non-programmer.
Create a YAML Template to Detect the Magento Version for the Nuclei Vulnerability Scanner
Create a YAML template to detect the Magento version for the Nuclei vulnerability scanner.
Creating a Tutorial on Optimizing Code Performance Using GPT Chat
Create a tutorial on optimizing code performance using Chat GPT.
The Advantages of Using Chat GPT for Agile Development
Write a blog post discussing the advantages of utilizing Chat GPT for agile development.
Incorporating Continuous Testing and Quality Assurance in [Language] Projects: A Helpful Guide
Share advice on how to incorporate continuous testing and quality assurance into the development process for a [language] project.
Comparing Language Testing Frameworks and Choosing the Best One for Your Project
Compare different [language] testing frameworks and recommend one that best suits the given project: [project description].
Strategies for Automating Regression Testing in [Language] Project
Suggest strategies for automating regression testing in the given [language] project: [project description].
Best Practices for Writing and Maintaining Unit Tests for [Language] Codebase
Recommend best practices for writing and maintaining unit tests for a [language] codebase.
Effective Strategies for Task Management in [Language] Development Projects
Share strategies for effectively managing and prioritizing tasks in a [language] development project.
Maximizing Focus during Language Development: Techniques and Tips for Staying on Task
Suggest ways to minimize distractions and maintain focus during [language] development tasks.
Transitioning from Technical to [Language] Development: Expert Opinion and Tips
Share advice on how to transition from a different technical role to a [language] development role.
Networking Opportunities and Resources for [Language] Developers to Connect with Peers and Employers
Suggest networking opportunities or resources for [language] developers to connect with peers and potential employers.
Creating an Effective and Compelling Software Developer Portfolio: Tips and Advice
Share advice on how to create an effective and compelling software developer portfolio.
Tips for Writing Clean and Self-Documenting Code for Better Code Maintenance
Share advice on how to write clean and self-documenting [language] code that is easy for others to understand and maintain.
Comparing and Recommending [Language] Code Formatting Tools and Linters for [Project Description]
Compare different [language] code formatting tools or linters and recommend one that best suits the given project: [project description].
Balancing Technical Debt and Feature Development in [Language] Projects
Recommend approaches to balancing technical debt and feature development in a [language] project.
Effective Strategies for Mentoring and Coaching Junior Language Developers
Suggest strategies for mentoring and coaching junior [language] developers to help them grow and succeed.
Best Practices for Leading and Managing a Language Development Team
Share best practices for leading and managing a [language] development team.
What is “prompt engineering”?
A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.

In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.”


Become a prompt researcher instead of engineer
- If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
- For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?
Become a prompt researcher instead of engineer
- The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
- Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.