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Amazing article! This is one of the clearest and most practical explanations I’ve seen on how to build a reliable jira mcp server integration with a test management platform. I really appreciate how the post breaks down both the technical flow and the real project challenges behind the implementation. The examples, diagrams, and step-by-step reasoning make the whole process easy to understand and incredibly valuable for anyone working with automation, QA workflows, or complex Jira setups. Truly great work! https://testomat.io/blog/build....ing-jira-mcp-server-

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I especially appreciate the balanced perspective: the emphasis that AI is a helper, not a replacement for human testers, and that human oversight, strategy, planning and judgment remain central. That humility makes the case much stronger. https://testomat.io/blog/ai-driven-test-design/

I especially appreciate the balanced perspective: the emphasis that AI is a helper, not a replacement for human testers, and that human oversight, strategy, planning and judgment remain central. That humility makes the case much stronger. https://testomat.io/blog/ai-driven-test-design/