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Manual Diffusion

Bully random noise into art β€” no drawing required

Web App
Funny
Art
Visit WebsiteSee on Product Hunt

Hunted byshonenadashonenada

A boring website that makes you denoise static by hand, like an AI with no GPU. Real diffusion takes seconds; you'll click grow/erode/Game of Life for an hour until a cursed little goblin crawls out. Then strangers fork your goblin. 🧬

Top comment

Hey Hunters! πŸ‘‹ Maker here. I got tired of "art apps" that assume you can draw (I can't) and "AI generators" that do everything for you (boring). So I built the opposite: **a canvas you're not allowed to paint on.** Here's the whole loop: 1. 🎲 Roll a canvas of pure random black-and-white static 2. β–’ Select a patch 3. ⚑ Hit it with an operation β€” flip, grow, erode, mirror, vote, Conway's Game of Life, outline, despeckle, kaleidoscope 4. πŸ” Repeat until something crawls out of the noise The twist that makes it addictive: **every image is forkable.** Anyone can grab any version and mutate it further, so each creature grows a whole family tree of descendants. It's basically natural selection on pixels, played with strangers. You can like ❀ and bookmark πŸ”– the trees you love. No account needed to browse and roll noise. Every operation is deterministic, so a "family tree" is a real, reproducible lineage of edits β€” not random slop. What operation should I add next?

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About Manual Diffusion on Product Hunt

β€œBully random noise into art β€” no drawing required”

Manual Diffusion was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #138 on the daily leaderboard. A boring website that makes you denoise static by hand, like an AI with no GPU. Real diffusion takes seconds; you'll click grow/erode/Game of Life for an hour until a cursed little goblin crawls out. Then strangers fork your goblin. 🧬

Manual Diffusion was featured in Web App (123.8k followers), Funny (11.5k followers) and Art (20.2k followers) on Product Hunt. Together, these topics include over 47k products, making this a competitive space to launch in.

Who hunted Manual Diffusion?

Manual Diffusion was hunted by shonenada. A β€œhunter” on Product Hunt is the community member who submits a product to the platform β€” uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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