Unf*cking Horoscope

The product needed a recognisable voice, personal delivery and reactive dialogue without turning every user action into a paid LLM request. It also had to run continuously on an inexpensive VPS and remain manageable without server access.

A nightly content pool generates variants for all twelve signs and five reaction types. During the day, users receive instant responses from PostgreSQL, so API cost depends on the selected ECONOMY or SCALE mode — not audience size. Personal time zones, viral unlocks, smart pauses, three-layer throttling, backups and admin commands complete the operating system.