[esafak]

If you have to annotate each box you might as well ditch the image. In which case you can describe what it does instead of just naming the service it uses. And use Mermaid markup for the diagrams; GitHub supports it!

[mipselaer]

I like Mermaid for small details but for big system drawings I prefer a mature design studio.