Jev wired into Home Assistant turns the house into probability questions
Each question returns a calibrated probability and becomes a Home Assistant entity so automations run on numbers rather than chatbot guesses, with 13 examples and a warning not to use it for safety decisions.
someone wired Jev into Home Assistant. now you can ask your house a question and get a probability back. not "turn off the lights." a calibrated number. is the laundry forgotten? 0.87. is anyone likely home? 0.12. every answer becomes a Home Assistant entity. you automate on the number, not on a chatbot's guess. what that unlocks in practice: laundry reminder - Jev watches the washing machine power draw. under 5W idle, over 300W running. crosses the threshold and stays there 10 minutes - you get a notification. zero lines of custom logic. doorbell triage - someone rings. Jev reads the intercom transcript and picks: delivery, guest, stranger, solicitor. the right automation fires. no if-else chain. alert routing - 3 questions in one Jev call. urgency score, category choice, action required yes/no. 3 different notification paths. one request. the cost that replaces a $200/month smart home platform: every question costs fractions of a cent. a daily token budget halts evaluation if you set one. the integration tracks calls, tokens and estimated cost per day in a sensor you can put on your dashboard. 13 worked examples in the repo. 4 of them pair Jev with an LLM for the cases that need explanation. one honest caveat from the README: not for safety decisions. a probability with no rationale should not hold a lock, a heater, or a smoke alarm.
This post quotes another post: x.com/p0lybender/status/2105657133702193458