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Notes from the bench
Engineering write-ups and deeper technical papers on battery integration, chemistry selection, and pack design.
Blog
LFP vs. sodium-ion for stationary backup
A practical decision framework: cost per cycle, float behavior, temperature windows, and when energy density actually matters.
May 12, 2026 BlogWhat state-of-health actually tells you (and what it doesn't)
Demystifying SoH estimation methods, their error bars, and how to use them for replacement planning.
June 3, 2026 White paperThe case for a battery integration layer
A longer technical argument: why decoupling chemistry from product design lowers lifetime cost and derisks supply.
June 22, 2026 White paperTelemetry-first pack design
How designing for data from day one changes warranty economics and unlocks predictive maintenance.
July 8, 2026