I used to carry a stove on every overnight. I do not anymore. Cold-soaked oats and a thermos of coffee from the trailhead get me through most one-nighters.
The biggest weight savings did not come from gear. They came from deciding what fears I was packing for. Most of them never showed up.
Bring the puffy. Always bring the puffy. Everything else is negotiable.