Cumfiesta.24.06.16.ryan.reid.the.rise.of.the.cu... (2026)

createdAt DateTime @default(now()) updatedAt DateTime @updatedAt

# Reddit-style logarithmic hotness if hours_since_publish < 1: hours_since_publish = 1

def fetch_twitter_trending(): # Use Tweepy to get trending topics + top media tweets client.get_trends_place(1) # Worldwide For "live" trending updates, push new trending items to connected clients: CumFiesta.24.06.16.Ryan.Reid.The.Rise.Of.The.Cu...

const handleLike = async (itemId: string) => // Optimistic update setItems(items.map(item => item.id === itemId ? ...item, likes: item.likes + (item.userLiked ? -1 : 1), userLiked: !item.userLiked : item )); await fetch( /api/trending/$itemId/interact , method: 'POST', body: JSON.stringify( type: 'like' ), headers: 'Content-Type': 'application/json' ); ;

res.json( success: true ); ); // components/TrendingFeed.tsx import useState, useEffect, useRef from 'react'; import motion from 'framer-motion'; import HeartIcon, ShareIcon, ChatBubbleLeftIcon from '@heroicons/react/24/outline'; import HeartIcon as HeartSolidIcon from '@heroicons/react/24/solid'; interface TrendingItem 'MEME'; // Add user-specific interaction status if (req

The Trending Score is calculated every 15 minutes via a background job (Celery/Bull).

// Add user-specific interaction status if (req.user) for (const item of trendingContent) item.userLiked = await prisma.userLike.findUnique( where: userId_contentId: userId: req.user.id, contentId: item.id ) !== null; contentId: item.id ) !== null

# Apply recency bonus if hours_since_publish < 2: score *= 1.5 return round(score, 6) // GET /api/trending/feed router.get('/feed', async (req, res) => { const limit = 20, offset = 0, contentType, category = req.query; const whereClause = {}; if (contentType) whereClause.contentType = contentType; if (category) whereClause.category = category;

score = math.log10(max(interactions, 1)) / ((hours_since_publish + 2) ** gravity)