Debugging Android applications involves using ADB commands from the command line, setting breakpoints and viewing logs in Android Studio, and monitoring threads, variables, and devices using the Android Device Monitor. Key debugging techniques include using logcat to view system messages, setting breakpoints to pause at certain points, and using the debugger to inspect thread states, call stacks, and variable values.