Running 'serious' GPU experiments on your primary laptop is a pretty miserable experience. If the experiment needs a few hours to compute, you have to prevent your laptop from sleeping. I also doubt the laptop will last long if you regularly max out the GPU for 12 hours at a time.

That said...Developing against a cloud machine sucks too. I think VNCing to a machine on the local network from a good ultrabook might be best.