How I Built a Multi-System Astrology Bot in Python (And What Meta Banned Me For)
Yegor Shustyk developed a multi-system astrology bot in Python that synthesizes forecasts from 13 different astrological systems. The bot has been live for about a month and currently has 83 users. Shustyk shares insights on the technical challenges faced during development, including handling latent bugs and optimizing costs.
- ▪The astrology bot combines Western, Vedic, Chinese, and other systems to provide daily forecasts based on users' birth dates.
- ▪Shustyk encountered issues with latent bugs that only appeared during specific astronomical events.
- ▪By implementing a sentinel pattern, he significantly reduced the costs associated with using a language model for generating forecasts.
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| Original publisher | DEV.to (Top) |
| Canonical URL | https://dev.to/shustyk/how-i-built-a-multi-system-astrology-bot-in-python-and-what-meta-banned-me-for-1j4e |
| Publication time | Sat, 23 May 2026 16:50:11 +0000 |
| Retrieval time | 2026-05-23T17:07:27.532Z |
| Last seen | 2026-05-23T17:07:27.532Z |
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| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
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Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 1374355) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Yegor Shustyk Posted on May 23 How I Built a Multi-System Astrology Bot in Python (And What Meta Banned Me For) #ai #python #showdev #indiehackers Вот, держи готовый — копируй в body dev.to: Every horoscope app reduces you to 1 of 12 sun signs. Real astrologers don't work like that — they cross-reference Western astrology, Vedic (Jyotish), Chinese Ba Zi, numerology, Human Design, and more.
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