Lately, ML related technologies step into industry section and many engineers challenge to integrate them into their services.
The movement also comes into test/quality industry. I also have some ideas to use them though.
A few weeks ago, I found a service which named mabl which provides ML-driven test automation service. The service run tests using ML technologies, not test ML technologies itself. I try the service recently and put some results and thought here.
The target URL is simple, https://www.google.co.jp
I don’t do anything except for input the URL into a particular area. Then the journey started and I just wait for a while.
The site looks crawling the target site and checking all links. The followings are the results. I can see some error message which may be broken links.
In test section, we can see some test cases and its results. Their test cases are generated automatically. According to the titles and some logs, the test aims to collect available transitions, it means available links and some data.
We also can see train section. I guess the section is a teacher in ML world. So, we running test iteratively, then the ML logic learns the test target and they will be able to conduct automated test efficiently.
I believe if we run test iteratively and collect test data, cases and results, the ML will be more inteligent and they can run test automatically effective.
Anyway, it looks promising and I’d love to try my thought using ML technologises.