Why does astrology persist when most "rational" people roll their eyes at it?
Honest cultural question. Hundreds of millions of people check their horoscope daily, even people who would never describe themselves as spiritual or superstitious. Apps in the category pull billions of dollars combined. We have our own theories building Astrozodify, a daily horoscope is a low effort prompt for self reflection, structured around a familiar vocabulary. It is less about the stars...
Coming next on Astrozodify, full birth chart breakdowns and weekly pattern reports
Quick roadmap update for anyone following along. Two big features in the pipeline: 1. Full birth chart readings. Drop in your time and place of birth, get a personalized natal chart with planet placements explained without the jargon. Optional video walkthrough. 2. Weekly pattern reports. Looks at your last seven daily readings and surfaces themes, what kept coming up, what your zodiac focus...
How we render twenty four horoscope videos every morning automatically
Sharing the pipeline behind Astrozodify in case anyone is curious about the daily video automation. Every morning at six UTC the system kicks off and produces twelve Reels (vertical 9 by 16) plus twelve Shorts (also vertical, different cuts), one per zodiac sign in each format. Stack: . Google Cloud TTS for voiceover, multiple voices rotated per sign for variety . Whisper for subtitle timing,...
Astrology folks, what would make a daily horoscope actually useful for you?
Genuine question for anyone who reads horoscopes regularly, what is the difference between a reading you screenshot and send to a friend versus one you scroll past in two seconds? We are building Astrozodify around the idea that personal context matters more than generic advice. But personal can mean a lot of things, birth chart, current transits, recent emotional patterns, time of year, what...
Introducing Astrozodify, daily horoscopes that actually feel personal
Hey Product Hunt, the Supafast team here. We just launched Astrozodify, a horoscope app that tries to fix the thing every astrology product gets wrong. Most apps serve the same boilerplate to twelve million people every day, "you may encounter challenges, stay open to opportunities", endless variations of nothing. Astrozodify generates a fresh reading every morning using a structured prompt...
Is "humanizing" machine output a real category or a temporary patch?
Honest meta question for the forum. Models keep getting better at writing naturally. Each generation reduces the obvious tells that prompted tools like Humanizer to exist in the first place. Two years from now, will anyone need a separate humanization step, or will it be solved by default? Our bet is that the gap stays open, partly because most production writing happens through context limited...
Coming next, browser extension for Gmail, Notion, and LinkedIn
Roadmap update for everyone following along. Half our users now write directly in Humanizer instead of pasting from elsewhere, the blank page becomes less scary when something is helping you reshape every paragraph. So we are leaning into that. Browser extension is up next. The plan is, hit the Humanizer keyboard shortcut anywhere on the web (Gmail compose, Notion doc, LinkedIn post box), get a...
Why we picked Gemini Flash over GPT-4 and Claude for the rewrite engine
Sharing our model selection process for Humanizer in case anyone is making a similar choice. We tested all the major models on the same humanization task, paste a stiff draft, return something natural that keeps the original meaning. Three things mattered. 1. Speed. Gemini Flash is roughly twice as fast as GPT-4 on long inputs, which kills or saves the live edit feel. 2. Context window. One...
Writers, what is the biggest tell that something was not written by a human?
Question for anyone who reads or edits a lot of online content. When you read something and think "this was machine output", what tipped you off? We have our own theory list building Humanizer, repetitive sentence length, no contractions, the word "delve" used in unusual places, conclusions that summarize what you just read instead of saying something new. Curious what your tells are. The more...
Introducing Humanizer, rewrite stiff drafts so they read like a person wrote them
Hey Product Hunt, the Supafast team here. We just launched Humanizer. The problem we kept running into across our own products, drafts came out technically fine but obviously not human. Articles, support replies, marketing copy, all readable but instantly forgettable. Readers tune out before the first paragraph. Humanizer takes a draft and rewrites it through a three pass engine. The first pass...