*1.What is your current occupation?(Required.)

Student

Software Developer

Data Scientist

Product Manager

UI/UX Designer

Other (please specify)

*2.How many years of computer programming experience do you have?(Required.)

No Experience

Less than 1 Year Experience

1-3 Years Experience

3-10 Years Experience

More than 10 Years Experience

*3.Which programming languages are you proficient in? (Select all that apply)(Required.)

Python

JavaScript/TypeScript

Java

C/C++

C#

Go

Rust

Other (please specify)

*4.Which Integrated Development Environments (IDEs) do you use most? (Select all that apply)(Required.)

Visual Studio Code

Visual Studio

IntelliJ IDEA

PyCharm

Eclipse

NetBeans

Other (please specify)

*5.Are you aware that you can develop AI applications based on LLMs such as ChatGPT?(Required.)

Yes, I've heard of that.

Yes, I have experience with that.

No, I know nothing about that.

*6.What is your development experience with LLM-based applications?(Required.)

No Experience

I'm learning it and occasionally try some simple examples

I'm currently developing applications based on LLMs. The application is not yet in production.

I've developed applications based on LLMs. The application is already in production.

*7.What do you think is most challenging when writing prompts for LLM(Required.)

I completely unsure where to start.

Sometimes the results are correct, sometimes not, and I don't know how to adjust

The results seem correct, but I'm unsure about their effectiveness in real user scenarios.

I'm proficient with basic methods, but still don't understand advanced techniques such as CoT, ToT, etc.

I'm a prompt expert, there are no more challenges for me.

Other (please specify)

*8.How do you usually test/optimize your prompts?(Required.)

Manually test a few cases, as long as it works.

Manually test many cases to cover as many scenarios as possible.

Maintain a test set, run batch tests after each adjustment.

I am not responsible for testing.

*9.Your Opinion on the Token Costs Incurred During Prompt Tuning(Required.)

Completely unacceptable

Acceptable if the cost is minimal, no more than 1-2 USD each time

Acceptable as long as it's within 10 USD each time

Insensitive to cost, saving my time is most important

Insensitive to cost, improving product quality is most important

*10.If there is an Automated Prompt Optimization Plugin, do you think it's useful?(Required.)

Useless

Useful, I would use it occasionally

Very useful, I would definitely use it

*11.If there is an Automated Prompt Optimization Plugin, are you willing to pay an annual fee for using it?(Required.)

Yes

No

12.Your comments (optional)