You Do Need power plug adapter while traveling from Djibouti to South Africa.

Here is Why You Need An Adapter

The outlet and plug type used in South Africa are C, M and N and in Djibouti are C and E. This is how they look like.

Djibouti

In Djibouti, outlets of type C and E are in use.

Type C

Type E

South Africa

In South Africa, outlets of type C, M and N are in use.

Type C

Type M

Type N