Home Energy Storage Shifts to Software: AI as the True 'Energy Manager'

The most valuable takeaway from this article is that home energy storage is shifting from a hardware performance race to competition centered on AI-driven energy management capabilities. What companies like Lingge Energy are doing essentially turns homes into micro smart grid nodes, with AI acting as the dispatch center. As an indie developer who has worked on SaaS tools for years, I'm particularly sensitive to this trend of "software defining hardware"—it signals new market opportunities and suggests that small teams might be able to break into the energy sector, which was previously monopolized by big players.