Your company can reduce memory consumption by upgrading its Java version, but the application is old and has limited test coverage. Would you recommend upgrading now or waiting until the codebase is better prepared? Why?, A new language feature makes your code shorter and easier to read, but it is still in preview and its API may change. Would you use it in production, experiment with it in a side project, or avoid it entirely?, Your team discovers that an application is using much more memory than expected. A runtime upgrade might help without changing the application code, but profiling could reveal that the real problem is poor object management. What would you investigate first?, A new garbage collector offers more consistent behavior across development machines and production servers, but a few workloads might perform worse after the change. How would you decide whether to adopt it?, Your company needs to improve security against future quantum computing threats, but implementing new cryptographic standards would require significant testing and coordination. How urgent should this work be compared with other security priorities?, Your team can adopt a new concurrency API that simplifies task coordination, cancellation, and error handling. However, most developers are unfamiliar with it, and the existing implementation is stable. How would you evaluate the change?, A developer wants to use a new vector-processing API to speed up a data-intensive application. Another developer argues that the team should first optimize the existing code and measure its actual bottlenecks. Which approach would you favor, and why?, A diagnostic recording helps your team investigate production failures, but it may contain credentials or other sensitive information. Would you prioritize preventing sensitive data from being recorded, sanitizing the recording afterward, or restricting access to it? Explain your reasoning., Your team is considering moving part of a Java application to Kotlin because of its language features and JVM interoperability. Some developers expect better productivity, while others are concerned about training, tooling, and maintenance. How would you approach the decision?, Your manager wants the team to upgrade as soon as a new language version is released to avoid falling behind. The team argues that waiting allows the ecosystem to mature and gives time for compatibility issues to emerge. What upgrade policy would you propose?

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