Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code. This allows them to generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way.

LLM agents are a new way to use LLMs for testing. They are trained on a dataset of test cases and code, and can then be used to generate new test cases, identify defects, and improve test coverage.

What is an LLM agent?

An LLM agent is a software program that uses an LLM to automate testing tasks. LLM agents can be used to:

• Generate new test cases: LLM agents can be used to generate new test cases by analyzing the code and identifying potential defects.
• Identify defects: LLM agents can be used to identify defects in software by analyzing the code and comparing it to the expected behavior.
• Improve test coverage: LLM agents can be used to improve test coverage by generating new test cases that cover a wider range of code paths.

LLM agents are still a relatively new technology, but they have the potential to revolutionize the way software is tested. They can be used to automate testing tasks, identify defects more efficiently, and improve the overall quality of software.

The market for LLM agents for testing is still in its early stages, but it is growing rapidly. There are a number of companies that are developing LLM agents for testing, and the market is expected to grow significantly in the coming years.

Examples of LLM agents for testing

• DeepTest: DeepTest is an LLM agent that is used to generate test cases for deep learning models.
• QA Bot: QA Bot is an LLM agent that is used to identify defects in software.
• Testable AI: Testable AI is an LLM agent that is used to improve test coverage.

These are just a few examples of the many LLM agents that are available for testing. As the technology continues to evolve, we can expect to see even more innovative ways to use LLM agents to improve the quality of software.

Conclusion

LLM agents are a powerful new tool that can be used to improve the efficiency, accuracy, and scalability of software testing. As the technology continues to evolve, we can expect to see even more innovative ways to use LLM agents to improve the quality of software.