weber.st.michael's latest activity
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weber.st.michael posted the thread Dashboard UI/UX: Best practices for displaying complex test data? in Web & Graphics Design.Hi everyone! I’m working on a UI for a QA reporting dashboard and I’m struggling with how to present huge amounts of data (fail/pass... -
weber.st.michael posted the thread How to optimize CI/CD with AI Continuous Testing Services? in Technology Forum.Hi all, If your pipeline is struggling with slow test execution or flaky results, you should look into AI-driven **continuous testing...
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weber.st.michael posted the thread XPath vs CSS in 2026: What's your strategy? in AI in SEO, Business & Marketing.Hi! Our team is struggling with flaky tests in React. Class names are dynamic, and IDs are often missing. I'm thinking of switching back...
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weber.st.michael posted the thread The "validation gap" is real, but it’s often a result of treating AI as a "set and forget" tool rather than a sophisticated assistant. in Technology Forum.When implementing unit ai workflows, the most common mistake is trusting the generated mocks without a manual sanity check. AI is great...
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weber.st.michael posted the thread AI in QA: Are we automating testing or just automating technical debt? in Technology Forum.Hi everyone! Your comments and real-world insights are very important to me, as the industry is moving so fast right now that official...
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We've been experimenting with a few AI agents for test automation lately. While the speed of code generation is impressive, the real...
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weber.st.michael posted the thread How are you testing your AI features before release? (Anti-hallucination tips) in AI in SEO, Business & Marketing.Hi everyone! We’ve been implementing a few AI-driven agents for our marketing automation recently, and the biggest headache wasn't the...
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weber.st.michael posted the thread Is AI-driven QA making debugging 3x harder? Let’s talk about "Debug Therapy" in Technology Forum.Has anyone else noticed that as we move to AI-driven QA, the complexity of debugging has tripled? I've been using this 'Debug Therapy'...
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weber.st.michael posted the thread The reality of scaling AI-driven QA: How to choose the right tech stack? in AI Tools & Platforms.Hi everyone, I’ve been transitioning our regression suites to include generative models lately, and the biggest bottleneck isn't the AI...
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weber.st.michael posted the thread The Rise of Generative AI in Software Testing: Best Tools for 2026? in AI Tools & Platforms.I’ve been tracking the evolution of QA workflows, and the biggest shift this year is definitely the move toward autonomous execution...
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weber.st.michael posted the thread Building a Scalable Playwright Java BDD Framework (2026 Guide) in Technology Forum.Hi everyone, I’ve been implementing a new QA stack recently and wanted to share a couple of high-quality resources for those working...
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weber.st.michael posted the thread AI and Manual Testing - Latest 2026 Trends in Prompt Engineering & AI Interaction.Hi everyone, I've been looking into how LLM agents and MCP are changing the QA landscape this year. If you're working on manual testing...
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weber.st.michael posted the thread The Financial Impact of Quality: Cost of Software Bugs in Coding & Programming.Hi everyone, I’ve been researching the actual "tax" that production errors put on a project's budget. It’s a well-known fact that the...
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weber.st.michael posted the thread Why mastering the STLC life cycle is crucial for modern DevOps pipelines in Coding & Programming.In the rush to implement CI/CD, many development teams overlook the fundamental structure of the Software Testing Life Cycle. We often...