automation

My bathroom fan kept starting when nobody was showering, and my bedroom night mode kept switching itself off at 2 am. I stopped guessing, exported Home Assistant's history and replayed it against the rules, with Claude writing the replay scripts. Here's how that works and what the numbers said.