Supabase Project: Social Media Platform with Feeds

Building social media platform demonstrates complex Supabase implementation with user profiles, posts, likes, comments, follows, notifications, feeds, and real-time interactions creating engaging community-driven application with dynamic content discovery, social connections, and personalized experiences. Unlike simple CRUD applications, social platforms require sophisticated features including activity feeds with algorithms, notification systems, relationship modeling for followers and friends, content moderation, privacy controls, media handling for images and videos, and real-time updates for likes and comments. This comprehensive guide covers designing social database schema with users posts relationships and interactions, implementing follow system with bidirectional relationships, building activity feed with personalized content, creating notification system with real-time alerts, adding like and comment features with optimistic updates, implementing media uploads for posts, building user profiles with bio and statistics, and deploying scalable social platform. Social media project provides hands-on experience with complex data relationships, real-time features, and user engagement patterns. Before starting, review real-time subscriptions, Next.js integration, and RLS policies.
Social Platform Features
| Feature | Technology | Purpose |
|---|---|---|
| User Profiles | Auth + PostgreSQL | Bio, avatar, followers, following |
| Posts & Feed | Database + Algorithms | Create, share, discover content |
| Social Graph | Relationships | Follow/unfollow connections |
| Likes & Comments | Real-time | Engagement and interactions |
| Notifications | Subscriptions | Activity alerts, mentions |
| Media Uploads | Storage | Images, videos for posts |
| Search & Explore | Full-text Search | Discover users and content |
Social Media Database Schema
-- User profiles with stats
create table profiles (
id uuid references auth.users on delete cascade primary key,
username text unique not null check (length(username) >= 3),
full_name text,
bio text,
avatar_url text,
cover_url text,
website text,
location text,
followers_count int default 0,
following_count int default 0,
posts_count int default 0,
is_verified boolean default false,
is_private boolean default false,
created_at timestamp with time zone default now(),
updated_at timestamp with time zone default now()
);
-- Posts
create table posts (
id uuid default gen_random_uuid() primary key,
user_id uuid references profiles(id) on delete cascade not null,
content text,
media_urls text[], -- Array of image/video URLs
media_type text check (media_type in ('image', 'video', 'none')),
likes_count int default 0,
comments_count int default 0,
shares_count int default 0,
is_edited boolean default false,
created_at timestamp with time zone default now(),
updated_at timestamp with time zone default now()
);
-- Followers/Following relationships
create table follows (
follower_id uuid references profiles(id) on delete cascade,
following_id uuid references profiles(id) on delete cascade,
created_at timestamp with time zone default now(),
primary key (follower_id, following_id),
check (follower_id != following_id)
);
-- Post likes
create table post_likes (
post_id uuid references posts(id) on delete cascade,
user_id uuid references profiles(id) on delete cascade,
created_at timestamp with time zone default now(),
primary key (post_id, user_id)
);
-- Comments
create table comments (
id uuid default gen_random_uuid() primary key,
post_id uuid references posts(id) on delete cascade not null,
user_id uuid references profiles(id) on delete cascade not null,
content text not null,
parent_id uuid references comments(id) on delete cascade, -- For nested replies
likes_count int default 0,
created_at timestamp with time zone default now(),
updated_at timestamp with time zone default now()
);
-- Comment likes
create table comment_likes (
comment_id uuid references comments(id) on delete cascade,
user_id uuid references profiles(id) on delete cascade,
created_at timestamp with time zone default now(),
primary key (comment_id, user_id)
);
-- Notifications
create table notifications (
id uuid default gen_random_uuid() primary key,
recipient_id uuid references profiles(id) on delete cascade not null,
sender_id uuid references profiles(id) on delete cascade,
type text not null check (type in ('like', 'comment', 'follow', 'mention', 'share')),
post_id uuid references posts(id) on delete cascade,
comment_id uuid references comments(id) on delete cascade,
content text,
is_read boolean default false,
created_at timestamp with time zone default now()
);
-- Saved posts (bookmarks)
create table saved_posts (
user_id uuid references profiles(id) on delete cascade,
post_id uuid references posts(id) on delete cascade,
created_at timestamp with time zone default now(),
primary key (user_id, post_id)
);
-- Hashtags
create table hashtags (
id uuid default gen_random_uuid() primary key,
name text unique not null,
posts_count int default 0,
created_at timestamp with time zone default now()
);
-- Post hashtags junction
create table post_hashtags (
post_id uuid references posts(id) on delete cascade,
hashtag_id uuid references hashtags(id) on delete cascade,
primary key (post_id, hashtag_id)
);
-- Indexes for performance
create index idx_posts_user on posts(user_id, created_at desc);
create index idx_posts_created on posts(created_at desc);
create index idx_follows_follower on follows(follower_id);
create index idx_follows_following on follows(following_id);
create index idx_post_likes_post on post_likes(post_id);
create index idx_post_likes_user on post_likes(user_id);
create index idx_comments_post on comments(post_id, created_at desc);
create index idx_notifications_recipient on notifications(recipient_id, created_at desc);
create index idx_notifications_unread on notifications(recipient_id, is_read, created_at desc);
-- Full-text search on posts
alter table posts add column search_vector tsvector;
create index idx_posts_search on posts using gin(search_vector);
create or replace function posts_search_update()
returns trigger as $$
begin
new.search_vector := to_tsvector('english', coalesce(new.content, ''));
return new;
end;
$$ language plpgsql;
create trigger posts_search_trigger
before insert or update on posts
for each row execute function posts_search_update();Follow System Implementation
-- Functions to handle follow/unfollow with counters
create or replace function follow_user(target_user_id uuid)
returns void as $$
begin
-- Insert follow relationship
insert into follows (follower_id, following_id)
values (auth.uid(), target_user_id)
on conflict do nothing;
-- Update counters
update profiles
set following_count = following_count + 1
where id = auth.uid();
update profiles
set followers_count = followers_count + 1
where id = target_user_id;
-- Create notification
insert into notifications (recipient_id, sender_id, type)
values (target_user_id, auth.uid(), 'follow');
end;
$$ language plpgsql security definer;
create or replace function unfollow_user(target_user_id uuid)
returns void as $$
begin
-- Remove follow relationship
delete from follows
where follower_id = auth.uid()
and following_id = target_user_id;
-- Update counters
update profiles
set following_count = greatest(following_count - 1, 0)
where id = auth.uid();
update profiles
set followers_count = greatest(followers_count - 1, 0)
where id = target_user_id;
end;
$$ language plpgsql security definer;
// hooks/useFollow.ts
import { useState, useEffect } from 'react'
import { createClient } from '@/lib/supabase/client'
export function useFollow(userId: string) {
const [isFollowing, setIsFollowing] = useState(false)
const [loading, setLoading] = useState(false)
const supabase = createClient()
useEffect(() => {
checkFollowStatus()
}, [userId])
async function checkFollowStatus() {
const { data: { user } } = await supabase.auth.getUser()
if (!user) return
const { data } = await supabase
.from('follows')
.select('*')
.eq('follower_id', user.id)
.eq('following_id', userId)
.single()
setIsFollowing(!!data)
}
async function toggleFollow() {
setLoading(true)
try {
if (isFollowing) {
await supabase.rpc('unfollow_user', { target_user_id: userId })
setIsFollowing(false)
} else {
await supabase.rpc('follow_user', { target_user_id: userId })
setIsFollowing(true)
}
} catch (error) {
console.error('Error toggling follow:', error)
} finally {
setLoading(false)
}
}
return { isFollowing, loading, toggleFollow }
}
// components/FollowButton.tsx
import { useFollow } from '@/hooks/useFollow'
export function FollowButton({ userId }: { userId: string }) {
const { isFollowing, loading, toggleFollow } = useFollow(userId)
return (
<button
onClick={toggleFollow}
disabled={loading}
className={`px-6 py-2 rounded-lg font-medium disabled:opacity-50 ${
isFollowing
? 'bg-gray-200 text-gray-800 hover:bg-gray-300'
: 'bg-blue-500 text-white hover:bg-blue-600'
}`}
>
{loading ? 'Loading...' : isFollowing ? 'Following' : 'Follow'}
</button>
)
}Activity Feed with Algorithm
-- Function to get personalized feed
create or replace function get_feed(
page_size int default 20,
page_offset int default 0
)
returns table (
post_id uuid,
user_id uuid,
username text,
avatar_url text,
content text,
media_urls text[],
likes_count int,
comments_count int,
created_at timestamp with time zone,
is_liked boolean
) as $$
begin
return query
select
p.id as post_id,
p.user_id,
pr.username,
pr.avatar_url,
p.content,
p.media_urls,
p.likes_count,
p.comments_count,
p.created_at,
exists(
select 1 from post_likes pl
where pl.post_id = p.id
and pl.user_id = auth.uid()
) as is_liked
from posts p
join profiles pr on pr.id = p.user_id
where
-- Show posts from users you follow
p.user_id in (
select following_id from follows
where follower_id = auth.uid()
)
-- Or your own posts
or p.user_id = auth.uid()
order by p.created_at desc
limit page_size
offset page_offset;
end;
$$ language plpgsql security definer;
-- Function for explore/discover feed
create or replace function get_explore_feed(
page_size int default 20,
page_offset int default 0
)
returns table (
post_id uuid,
user_id uuid,
username text,
avatar_url text,
content text,
media_urls text[],
likes_count int,
comments_count int,
engagement_score float,
created_at timestamp with time zone
) as $$
begin
return query
select
p.id as post_id,
p.user_id,
pr.username,
pr.avatar_url,
p.content,
p.media_urls,
p.likes_count,
p.comments_count,
-- Simple engagement score
(p.likes_count * 2.0 + p.comments_count * 3.0) /
(extract(epoch from (now() - p.created_at)) / 3600 + 2) as engagement_score,
p.created_at
from posts p
join profiles pr on pr.id = p.user_id
where p.created_at > now() - interval '7 days'
order by engagement_score desc
limit page_size
offset page_offset;
end;
$$ language plpgsql security definer;
// hooks/useFeed.ts
import { useState, useEffect } from 'react'
import { createClient } from '@/lib/supabase/client'
interface Post {
post_id: string
user_id: string
username: string
avatar_url: string
content: string
media_urls: string[]
likes_count: number
comments_count: number
created_at: string
is_liked: boolean
}
export function useFeed(feedType: 'home' | 'explore' = 'home') {
const [posts, setPosts] = useState<Post[]>([])
const [loading, setLoading] = useState(true)
const [hasMore, setHasMore] = useState(true)
const supabase = createClient()
useEffect(() => {
loadFeed()
// Subscribe to new posts
const channel = supabase
.channel('feed-updates')
.on(
'postgres_changes',
{
event: 'INSERT',
schema: 'public',
table: 'posts',
},
() => loadFeed() // Refresh feed
)
.subscribe()
return () => {
supabase.removeChannel(channel)
}
}, [feedType])
async function loadFeed() {
const rpcFunction = feedType === 'home' ? 'get_feed' : 'get_explore_feed'
const { data, error } = await supabase.rpc(rpcFunction, {
page_size: 20,
page_offset: 0,
})
if (data) {
setPosts(data)
setHasMore(data.length === 20)
}
setLoading(false)
}
async function loadMore() {
const rpcFunction = feedType === 'home' ? 'get_feed' : 'get_explore_feed'
const { data } = await supabase.rpc(rpcFunction, {
page_size: 20,
page_offset: posts.length,
})
if (data) {
setPosts([...posts, ...data])
setHasMore(data.length === 20)
}
}
return { posts, loading, hasMore, loadMore, refresh: loadFeed }
}Real-time Notifications
// hooks/useNotifications.ts
import { useState, useEffect } from 'react'
import { createClient } from '@/lib/supabase/client'
interface Notification {
id: string
type: string
sender: {
username: string
avatar_url: string
}
post_id?: string
content?: string
is_read: boolean
created_at: string
}
export function useNotifications() {
const [notifications, setNotifications] = useState<Notification[]>([])
const [unreadCount, setUnreadCount] = useState(0)
const supabase = createClient()
useEffect(() => {
loadNotifications()
// Subscribe to new notifications
const channel = supabase
.channel('notifications')
.on(
'postgres_changes',
{
event: 'INSERT',
schema: 'public',
table: 'notifications',
},
async (payload) => {
const { data: { user } } = await supabase.auth.getUser()
if (payload.new.recipient_id === user?.id) {
loadNotifications()
}
}
)
.subscribe()
return () => {
supabase.removeChannel(channel)
}
}, [])
async function loadNotifications() {
const { data } = await supabase
.from('notifications')
.select(`
*,
sender:profiles!sender_id(username, avatar_url)
`)
.order('created_at', { ascending: false })
.limit(50)
if (data) {
setNotifications(data)
setUnreadCount(data.filter((n) => !n.is_read).length)
}
}
async function markAsRead(notificationId: string) {
await supabase
.from('notifications')
.update({ is_read: true })
.eq('id', notificationId)
setNotifications(
notifications.map((n) =>
n.id === notificationId ? { ...n, is_read: true } : n
)
)
setUnreadCount(Math.max(0, unreadCount - 1))
}
async function markAllAsRead() {
const { data: { user } } = await supabase.auth.getUser()
if (!user) return
await supabase
.from('notifications')
.update({ is_read: true })
.eq('recipient_id', user.id)
.eq('is_read', false)
setNotifications(notifications.map((n) => ({ ...n, is_read: true })))
setUnreadCount(0)
}
return {
notifications,
unreadCount,
markAsRead,
markAllAsRead,
}
}
// components/NotificationDropdown.tsx
import { useNotifications } from '@/hooks/useNotifications'
import { formatDistanceToNow } from 'date-fns'
export function NotificationDropdown() {
const { notifications, unreadCount, markAsRead, markAllAsRead } =
useNotifications()
return (
<div className="absolute right-0 mt-2 w-96 bg-white rounded-lg shadow-lg border">
<div className="flex items-center justify-between p-4 border-b">
<h3 className="font-semibold">Notifications</h3>
{unreadCount > 0 && (
<button
onClick={markAllAsRead}
className="text-sm text-blue-600 hover:underline"
>
Mark all as read
</button>
)}
</div>
<div className="max-h-96 overflow-y-auto">
{notifications.length === 0 ? (
<div className="p-8 text-center text-gray-500">
No notifications yet
</div>
) : (
notifications.map((notification) => (
<div
key={notification.id}
onClick={() => markAsRead(notification.id)}
className={`p-4 border-b hover:bg-gray-50 cursor-pointer ${
!notification.is_read ? 'bg-blue-50' : ''
}`}
>
<div className="flex gap-3">
<img
src={notification.sender.avatar_url || '/default-avatar.png'}
alt={notification.sender.username}
className="w-10 h-10 rounded-full"
/>
<div className="flex-1">
<p className="text-sm">
<strong>{notification.sender.username}</strong>{' '}
{getNotificationText(notification.type)}
</p>
<p className="text-xs text-gray-500 mt-1">
{formatDistanceToNow(new Date(notification.created_at), {
addSuffix: true,
})}
</p>
</div>
{!notification.is_read && (
<div className="w-2 h-2 bg-blue-500 rounded-full" />
)}
</div>
</div>
))
)}
</div>
</div>
)
}
function getNotificationText(type: string): string {
switch (type) {
case 'like':
return 'liked your post'
case 'comment':
return 'commented on your post'
case 'follow':
return 'started following you'
case 'mention':
return 'mentioned you'
default:
return 'interacted with your content'
}
}Likes and Comments System
-- Function to like/unlike post
create or replace function toggle_post_like(p_post_id uuid)
returns boolean as $$ -- Returns true if liked, false if unliked
declare
liked boolean;
begin
-- Check if already liked
select exists(
select 1 from post_likes
where post_id = p_post_id and user_id = auth.uid()
) into liked;
if liked then
-- Unlike
delete from post_likes
where post_id = p_post_id and user_id = auth.uid();
update posts
set likes_count = greatest(likes_count - 1, 0)
where id = p_post_id;
return false;
else
-- Like
insert into post_likes (post_id, user_id)
values (p_post_id, auth.uid());
update posts
set likes_count = likes_count + 1
where id = p_post_id;
-- Create notification
insert into notifications (recipient_id, sender_id, type, post_id)
select user_id, auth.uid(), 'like', p_post_id
from posts
where id = p_post_id and user_id != auth.uid();
return true;
end if;
end;
$$ language plpgsql security definer;
-- Function to add comment
create or replace function add_comment(
p_post_id uuid,
p_content text,
p_parent_id uuid default null
)
returns uuid as $$
declare
comment_id uuid;
begin
-- Insert comment
insert into comments (post_id, user_id, content, parent_id)
values (p_post_id, auth.uid(), p_content, p_parent_id)
returning id into comment_id;
-- Update post comments count
update posts
set comments_count = comments_count + 1
where id = p_post_id;
-- Create notification
insert into notifications (recipient_id, sender_id, type, post_id, comment_id)
select user_id, auth.uid(), 'comment', p_post_id, comment_id
from posts
where id = p_post_id and user_id != auth.uid();
return comment_id;
end;
$$ language plpgsql security definer;
// components/PostCard.tsx
import { useState } from 'react'
import { createClient } from '@/lib/supabase/client'
import { formatDistanceToNow } from 'date-fns'
interface PostCardProps {
post: {
post_id: string
username: string
avatar_url: string
content: string
media_urls: string[]
likes_count: number
comments_count: number
created_at: string
is_liked: boolean
}
}
export function PostCard({ post }: PostCardProps) {
const [isLiked, setIsLiked] = useState(post.is_liked)
const [likesCount, setLikesCount] = useState(post.likes_count)
const [showComments, setShowComments] = useState(false)
const supabase = createClient()
async function handleLike() {
// Optimistic update
setIsLiked(!isLiked)
setLikesCount(isLiked ? likesCount - 1 : likesCount + 1)
try {
const { data } = await supabase.rpc('toggle_post_like', {
p_post_id: post.post_id,
})
// Sync with actual result if needed
if (data !== !isLiked) {
setIsLiked(data)
setLikesCount(isLiked ? likesCount - 1 : likesCount + 1)
}
} catch (error) {
// Revert on error
setIsLiked(isLiked)
setLikesCount(likesCount)
console.error('Error toggling like:', error)
}
}
return (
<div className="bg-white rounded-lg shadow p-6">
{/* User Info */}
<div className="flex items-center gap-3 mb-4">
<img
src={post.avatar_url || '/default-avatar.png'}
alt={post.username}
className="w-10 h-10 rounded-full"
/>
<div>
<p className="font-semibold">{post.username}</p>
<p className="text-xs text-gray-500">
{formatDistanceToNow(new Date(post.created_at), { addSuffix: true })}
</p>
</div>
</div>
{/* Content */}
<p className="mb-4">{post.content}</p>
{/* Media */}
{post.media_urls && post.media_urls.length > 0 && (
<div className="grid grid-cols-2 gap-2 mb-4">
{post.media_urls.map((url, index) => (
<img
key={index}
src={url}
alt="Post media"
className="w-full rounded-lg"
/>
))}
</div>
)}
{/* Actions */}
<div className="flex items-center gap-6 text-gray-600">
<button
onClick={handleLike}
className={`flex items-center gap-2 ${
isLiked ? 'text-red-500' : 'hover:text-red-500'
}`}
>
<span>{isLiked ? '❤️' : '🤍'}</span>
<span>{likesCount}</span>
</button>
<button
onClick={() => setShowComments(!showComments)}
className="flex items-center gap-2 hover:text-blue-500"
>
<span>💬</span>
<span>{post.comments_count}</span>
</button>
<button className="flex items-center gap-2 hover:text-green-500">
<span>🔄</span>
<span>Share</span>
</button>
</div>
{/* Comments Section */}
{showComments && <CommentsSection postId={post.post_id} />}
</div>
)
}Create Post with Media Upload
// components/CreatePost.tsx
import { useState } from 'react'
import { createClient } from '@/lib/supabase/client'
export function CreatePost({ onPostCreated }: { onPostCreated: () => void }) {
const [content, setContent] = useState('')
const [files, setFiles] = useState<File[]>([])
const [uploading, setUploading] = useState(false)
const supabase = createClient()
async function handleSubmit(e: React.FormEvent) {
e.preventDefault()
if (!content.trim() && files.length === 0) return
setUploading(true)
try {
const { data: { user } } = await supabase.auth.getUser()
if (!user) throw new Error('Not authenticated')
// Upload media files
const mediaUrls: string[] = []
for (const file of files) {
const fileExt = file.name.split('.').pop()
const fileName = `${user.id}/${Date.now()}-${Math.random()}.${fileExt}`
const { data, error } = await supabase.storage
.from('posts')
.upload(fileName, file)
if (error) throw error
const { data: { publicUrl } } = supabase.storage
.from('posts')
.getPublicUrl(data.path)
mediaUrls.push(publicUrl)
}
// Determine media type
const mediaType = files.length > 0
? files[0].type.startsWith('video/') ? 'video' : 'image'
: 'none'
// Extract hashtags
const hashtags = content.match(/#\w+/g) || []
// Create post
const { data: post, error: postError } = await supabase
.from('posts')
.insert({
user_id: user.id,
content,
media_urls: mediaUrls,
media_type: mediaType,
})
.select()
.single()
if (postError) throw postError
// Add hashtags
for (const tag of hashtags) {
const tagName = tag.slice(1).toLowerCase()
// Upsert hashtag
const { data: hashtag } = await supabase
.from('hashtags')
.upsert({ name: tagName })
.select()
.single()
if (hashtag) {
await supabase
.from('post_hashtags')
.insert({ post_id: post.id, hashtag_id: hashtag.id })
}
}
// Update posts count
await supabase.rpc('increment', {
table_name: 'profiles',
column_name: 'posts_count',
row_id: user.id,
})
setContent('')
setFiles([])
onPostCreated()
} catch (error) {
console.error('Error creating post:', error)
alert('Failed to create post')
} finally {
setUploading(false)
}
}
return (
<form onSubmit={handleSubmit} className="bg-white rounded-lg shadow p-6">
<textarea
value={content}
onChange={(e) => setContent(e.target.value)}
placeholder="What's on your mind?"
className="w-full px-4 py-3 border rounded-lg resize-none"
rows={3}
/>
{files.length > 0 && (
<div className="mt-4 grid grid-cols-3 gap-2">
{Array.from(files).map((file, index) => (
<div key={index} className="relative">
<img
src={URL.createObjectURL(file)}
alt="Preview"
className="w-full h-32 object-cover rounded-lg"
/>
<button
type="button"
onClick={() =>
setFiles(files.filter((_, i) => i !== index))
}
className="absolute top-2 right-2 bg-red-500 text-white rounded-full w-6 h-6"
>
×
</button>
</div>
))}
</div>
)}
<div className="flex items-center justify-between mt-4">
<div className="flex gap-2">
<label className="cursor-pointer px-4 py-2 bg-gray-100 rounded-lg hover:bg-gray-200">
📷 Photo
<input
type="file"
accept="image/*"
multiple
onChange={(e) => setFiles(Array.from(e.target.files || []))}
className="hidden"
/>
</label>
</div>
<button
type="submit"
disabled={uploading || (!content.trim() && files.length === 0)}
className="px-6 py-2 bg-blue-500 text-white rounded-lg disabled:opacity-50"
>
{uploading ? 'Posting...' : 'Post'}
</button>
</div>
</form>
)
}Social Platform Best Practices
- Optimize Feed Algorithm: Implement caching, pagination, and efficient queries for personalized feeds
- Use Optimistic Updates: Update UI immediately before server confirms improving perceived performance
- Implement Content Moderation: Add reporting system and automated content filtering
- Handle Privacy Settings: Respect private accounts and blocked users in queries
- Compress Media Files: Resize and optimize images before upload reducing bandwidth
- Batch Notifications: Group similar notifications preventing spam
- Monitor Performance: Track feed load times and optimize slow queries
Common Issues
- Counter Inconsistencies: Use database functions with locks for accurate counts, rebuild periodically
- Slow Feed Queries: Add indexes on foreign keys and created_at, implement pagination
- Notification Spam: Batch similar notifications, implement rate limiting
- Image Upload Failures: Validate file size and type, handle errors gracefully, show progress
Enhancement Ideas
- Add stories feature with 24-hour expiring content
- Implement messaging system with real-time chat
- Create trending hashtags and topics discovery
- Add video support with encoding and streaming
Conclusion
Building social media platform demonstrates complex Supabase implementation with user profiles, relationships, content creation, engagement features, and real-time interactions creating dynamic community-driven application. By designing comprehensive database schema with users posts follows likes comments and notifications, implementing follow system with bidirectional relationships and counters, building activity feed with personalized algorithms showing relevant content, creating notification system with real-time alerts for engagement, adding like and comment features with optimistic updates, implementing media uploads for images and videos, and handling complex queries with proper indexes and pagination, you build scalable social platform. Social platform advantages include complete control over features and data, customizable algorithms and experiences, integrated analytics tracking engagement, real-time interactions enhancing engagement, and scalable architecture handling growth. Always optimize feed algorithms with caching and efficient queries, use optimistic updates improving perceived performance, implement content moderation protecting community, handle privacy settings respecting user preferences, compress media files reducing bandwidth, batch notifications preventing spam, and monitor performance tracking bottlenecks. Social platform demonstrates patterns applicable to community platforms, collaboration tools, content networks, and any user-generated content applications. Continue building more projects like blog CMS, e-commerce, or chat app.
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