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How AstroZodify Built an AI Pipeline to Auto-Generate Daily Horoscopes at Scale

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A developer built an automated AI pipeline for AstroZodify to generate daily horoscope text and short zodiac videos across 12 signs, multiple content types, and several languages. Structured prompts tied to per-sign personas keep the AI output consistent and on-brand, while a cron job pre-generates all content on a schedule so no live page request ever triggers an LLM call. All generated text is validated for length, banned phrases, and structure before being stored in a Postgres database and served via server-side rendering. Short vertical videos for social media run as a separate pipeline on Cloud Run, isolating slow render jobs from the main web application. The developer emphasizes piloting on a small batch before full runs and treating generation as entirely separate from serving to keep costs predictable and pages fast.

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How AstroZodify Built an AI Pipeline to Auto-Generate Daily Horoscopes at Scale · ShortSingh