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Java programs can be debugged using integrated development environments (IDEs) like Eclipse, IntelliJ IDEA, or by using command-line tools like jdb (Java Debugger) provided with the JDK. Debugging involves setting breakpoints, inspecting variables, and stepping through code execution.