AI Revolutionizing Software Testing

Autonomous Agents Hackathon submission

The idea

The idea was to develop an Autonomous AI Agent for software testing.

In simple words, delegating the time consuming and expensive software testing processes to an agent The overall vision of such tool would be to:

  1. Understand (complex) software requirements and business logic
  2. Generate test cases
  3. Work with unit tests, usability and acceptance tests (tools like Selenium, etc.)
  4. Provide feedback and test reports

Progress in hackathon

The following was implemented:

  1. Code storage and retrieval tool: github repo
  2. Unit test generation tool: github repo
  3. Overall SuperAGI agent with integrates tools (mentioned above) + additional steps for report sending: github repo

For the testing example, I used one of my old repos: sample repo

Tech used

  1. SuperAGI agent framework for the core
  2. Weaviate vector database for code storage and retrieval
  3. GPT-Engineer for unit test generation

Other links

Presentation: PDF slides 
Video: YouTube video 
Agent setup: docx file

Download Details:

Author: liskovich

Official Github: 


#Software Engineering  #software #engine #engineering 

AI Revolutionizing Software Testing
1.40 GEEK