AI Agents to drive Test Automation
- AI agent in s/w testing can effortlessly perform Browser Automation with plain english instructions e.g browser-use.com
- Integrate AI agents into existing Automation Framework
AI powered Testing Tools
- Popular AI powered tools which are built in combination of (AI Agents + Gen AI) with live demo on how these work to maximize QA productivity.
Testing AI Itself (LLM)
Provide direction on how to learn this concept
How Organizations are taking care of LLM security and Data Privacy
- Hosting LLM in company servers and also implement no-data-retention policy, ensuring data is not used for model training.
- API Gateway Controls – to filter and restrict what data is sent to external LLMs.
- Offline LLMs – LLM locally on their own server, keeping all data within control. There is a performance limitations with this approach.
Best Practice Guideline
- Using AI find out what all tests are the right candidate for the unit testing. As UI testing is costly (require more maintenance) and time consuming. Shift left approach should be adapted here.
