Create unique Programming and Data with ChatGPT

Search and store tool for Chat GPT Prompt

Create unique and engaging Programming and Data with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.

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.

Generating Opinions on Code Snippets using Libraries and Frameworks

Provide a [language] code snippet that demonstrates the usage of a [library or framework] to build a [specific feature or functionality]: [library or framework name].

How to Create a Boilerplate [Language] Project Structure for a [Type of Application]

Create a boilerplate [language] project structure for a [type of application] that includes necessary configuration files and dependencies: [application description].

Conducting a [Language] Technical Interview: Problem-Solving, Coding and Thought Process

Conduct a mock [language] technical interview, including problem-solving, coding, and explanation of thought process.

Tips for Approaching Language Coding Problems during Technical Interviews

Share tips and advice on how to approach and solve [language] coding problems during a technical interview.

Effective [Language] Coding Challenges for Technical Interview Preparation

Suggest [language] coding exercises or challenges to practice for a technical interview.

Identifying Challenges and Solutions for Interoperability among Different Technologies

Identify potential challenges and solutions for interoperability between the following systems or technologies: [system or technology list].

Comparison of API authentication and authorization mechanisms for a [language] project

Compare different API authentication and authorization mechanisms (e.g., OAuth, JWT, API keys) for the given [language] project: [project description].

Improving API Design: Enhancing Usability, Performance, and Security

Suggest improvements to the following API design to enhance its usability, performance, or security: [API description].

Designing an API for Efficient [Type of Application/Service]: Supporting Essential Operations - ChatGPT

Design an API for a [type of application or service] that supports the following operations: [list of operations].

Tips on How to Produce a Clear and Concise Overview of the Architecture and Design of a Project/System in [Language]

Produce a clear and concise overview of the architecture and design of the given [language] project or system: [project description].

A Beginner's Guide to Preparing and Submitting a Pull Request for Open-Source Projects

Explain how to prepare and submit a pull request for the given [language] open-source project: [repository URL or project description].

Tips for Successful Contributions to [Language] Open-Source Projects

Recommend best practices for contributing to [language] open-source projects as a new or inexperienced contributor.

Generating Open Issues or Feature Requests Opinion for a Language Specific Open-Source Project

Suggest open issues or feature requests in the following [language] open-source project that match my skill set: [repository URL or project description].

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.


What is prompt engineering

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.


garbage in, garbage out

![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k


Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.



Going from beginner → advanced prompt engineer

As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how

Spend time with the tools

  • The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
  • Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.
play background gpt3

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.