Thar desert is devilishly hot. So, avoid heading out in the summer. Walk in the morning or late afternoon when sun blazing is not so intense.
Don’t count on finding water. There are places where you can find spring, fill your bottles and always carry at least one gallon per person.
Biting flies are hard to beat. Carry a good insect repellent.
Always spot a hat and sunglasses.