In the context of containerization, setting resource limits is crucial for ensuring that applications do not consume more than their fair share of system resources. Michelle can limit a container to use only 2 CPUs by using the --cpus flag when running a container. This flag allows the user to specify the amount of CPU the container is limited to use. For example, --cpus="2" would restrict the container to using no more than two CPU cores.