Water softener service costs keep increasing, and the user seeks a cheaper alternative that can attach to existing plumbing.

Generate a build spec

User stories, data model, API surface and a two-to-four week MVP cut — grounded in what these 1 reports actually said. Markdown you can paste into a coding agent.