Notes

Building in the open.

Design notes, energy-storage thinking, and honest progress reports as Attune Labs moves from first principles toward working hardware.

The Battery Problem Is a Software Problem

After a decade of systems integration, the failures I notice in grid storage almost never live in the cell — they live in the seams between subsystems. A note on architecture over chemistry, sodium-ion, and an NSF research pitch.

Thesis