I am using Spring Boot, and I would like to use AspectJ with it.
The following works (of course):
@Aspect
@Component
public class RequestMappingAspect {
    @Before("@annotation(org.springframework.web.bind.annotation.RequestMapping)")
    public void advice(JoinPoint joinPoint) {
        ...
    }
}
However, if @Component is removed and @EnableAspectJAutoProxy is added, the following does not work.
@SpringBootApplication
@EnableSwagger2
@EnableAspectJAutoProxy
public class Application {
    public static void main(String[] args) {
        SpringApplication.run(Application.class, args);
    }
}
How to enable AspectJ auto proxy correctly?
Wondering about the same thing, we ended up doing something similar to this:
@EnableAspectJAutoProxy(proxyTargetClass = true)
@Configuration("Main applicationContext")
@ComponentScan(
    basePackages = {"com.where.ever"},
    excludeFilters = {@ComponentScan.Filter(Aspect.class)})
public class ApplicationConfiguration {
    @Bean(autowire = Autowire.BY_TYPE)
    public SomeAspect someAspect() {
        return Aspects.aspectOf(SomeAspect.class);
    }
    ...
    ...
}
This enabled us to just add the @Aspect-annotation on the aspects, which also wired them correctly. 
Might be that this was a pointless reply, however, it explains how we solved the issue - and not the actual solution to the problem. Let me know if you want this to be deleted.
You need both @EnableAspectJAutoProxy for the spring configuration and combination of @Aspect / @Component annotations
@EnableAspectJAutoProxy does the same thing as xml based <aop:aspectj-autoproxy>
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