It's possible that the soil doesn't drain properly, either it drains too fast or too slowly. The first would mean the plants die from lack of water. The second would mean they die because the roots are drowning. When the weather is hot and dry, people often feel they must provide more water to their plants. That's fine and helps the plants, unless the soil isn't draining properly, and the water collects in it. Poorly draining soil will be dry in the top couple of inches, but soggy deeper in the container.
The container must have sufficient drainage holes in the bottom, or even the best soil will be soggy.
It's possible that the plants are dying from a fungal problem, such as damping off, except that's usually associated with cool, damp conditions, not hot and dry. That's why I believe it to be a problem with the soil and drainage, instead. JMO, though.
