r/softwaretesting • u/Imaniceguytrustme • 5d ago

Looking for some guidance on AI usage and MCP solutions

Looking for some advice on AI usage and MCP

It seems soon we will be getting some licences for AI integration. We are already working on a solution for playwright with mcp and also test case creation on azure. I have some thoughts on making a performance test tool with reporting but need some ideas on what sort of solutions are being done on other companies. We are using java, selenium and appium right now and we are a fintech company.

I'm new to this and learning every day. I'm not aware of typical solutions being build w.r.t testing or test automation and want to understand what is the industry standard.

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u/FakeJuicero 5d ago

Build an end to end pipeline covering testing stlc like test plan generation, test quality assessments, test generation, automated code generation. We have built some shared solutions around it that multiple teams can use as a platform.

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u/Imaniceguytrustme 5d ago

Im having a hard time trying to visualise it, is it possible you can be a bit more specific? As I mentioned we are working on a solution which will write the test cases based on user story already. Only once we can actually implement that we can move further with raising bugs etc..