Recommendations on best QA practices

I am a Sr. QA Engineer and responsible to QA the whole workflow which consist of datasets, functions, objects and finally the front end application. Application is been built based of the LLM model which captures the input and map to the out put fields. What are the effectives ways or best practices to test this environment. Can AI FDE help to automate the testing like it does coding based of the requirements? If yes- how, any resources available to learn?

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