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Upcoming trends in software testing include AI-driven testing for automation and bug detection, shift-left testing for earlier defect identification, and continuous testing integrated into CI/CD pipelines. Cloud-based testing, microservices, and containerized environments (like Docker) are growing, along with security testing automation. Mobile and API testing continue to evolve, and visual testing tools are gaining traction. DevOps and RPA collaboration streamline workflows, while test data management improves efficiency. Additionally, predictive testing, behavior-driven development (BDD), and crowdsourced testing are becoming more popular. These innovations aim to enhance speed, accuracy, and coverage in software testing processes.

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