Yes, go solar.
I have a blog -
https://goingsolar.co.za with a bunch of solar related posts, probably worth a read.
Solar isn't the only thing you should be doing.
Building - you can and should put insulation between the outer walls (assuming brick), roofing, go for white roof if permissible in your district. Check carefully, some area's can't in Cape Town as there are restrictions.
Roofing insulation etc.
Make sure the house is oriented correctly - North facing is best, but you also want longer eaves as you then avoid high up summer direct sun, but get lower winter sun.
There are a few design decisions to make like that, make sure your architect or builders are aware.
For solar, you want to make sure your roofing calculations are good for the extra weight. Its not really much - work on an extra 15kg/m or so for PV, if you have SHW on the roof then thats a few hundred kg over a small area. You'll need to put additional supports in those areas, and make sure that the roofing company knows and calculates correctly.
I used Pryde for my roofing design, but they were appalling. I would NOT recommend them. They messed up my design, even after a site visit, and the supplied lengths were too short. I had to order more wood and resubmit my planning to redo the roof due to their huge ****up.
I was busy building in 2019/2020. You might find that the building inspector is full of it, mine was a little bit, telling me utter bs about insulation not being necessary etc. I came out of that nodding and smiling and knowing he knew a lot less than me on that. His plumbing advice was on the mark, but in terms of energy efficiency, he was still in the 80's.