hard
Design a News Feed
The home timeline of Twitter, Instagram or Facebook: posts from people you follow, ranked, fresh, and fast for hundreds of millions of users.
← All companies
X system design interview questions
5 questions on this site are reported in X software engineer interviews. Each has a full reference design (requirements, back-of-envelope numbers, components, user flows and deep dives with interviewer follow-ups). Each one can be walked through turn by turn and then sat as a mock. Patterns covered: fan-out, ranking, caching, social, heavy-hitters, count-min-sketch, sliding-windows, stream-processing, hot-keys, search, real-time, privacy, counting, time-partitioning, graph, sharding, in-memory, consistency, batch, clustering, ingestion, edge-caching, deduplication.
Attribution comes from public interview guides and candidate reports, not from X. It indicates where a question has been asked, nothing more.
X questions
hard
Design a Top-K Heavy Hitters Service
Rank the top 1,000 videos by views over the last minute, hour, day and all time, from a million views a second.
hard
Design Post Search
Keyword search over a billion users’ posts, searchable seconds after posting, sorted by recency or likes, hiding every post the searcher may not see.
hard
Design a Social Graph
LinkedIn’s connections for 1 B members: invitations, follows, a 1st/2nd/3rd badge on 200 k profile views a second, and daily People You May Know.
hard
Design Google News
Collect 2 M articles a day from 50,000 publishers, group them into stories, rank them per edition, and serve 300 M daily readers.
How to prepare for the X system design interview
Large-company loops run 45 to 60 minutes, expect numbers, and spend most of the time on deep dives. Walk through a question to see how a strong candidate paces the hour, sit the same question as a mock until you can produce the requirements, the estimates and the design without looking, then read the interview framework guide for how to structure the hour. The other questions on the site teach patterns that show up in X interviews under different names.
- Design a URL Shortenerkey-generation · caching · cdn
- Design Slackreal-time · websockets · fan-out
- Design a Payment Systemconsistency · idempotency · ledger
- Design YouTubetranscoding · cdn · adaptive-bitrate
- Design Google Mapsgeospatial · routing · graphs
- Design a Matchmaking Systemqueues · scheduling · latency
- Design Ubergeospatial · matching · streaming
- Design a Notification Systemfan-out · multi-channel · idempotency
- Design Google Docscrdt · operational-transform · websockets
- Design an LLM Inference Servicegpu-batching · streaming · scheduling
- Design ChatGPTstreaming · tool-calling · context-management
- Design a Distributed Cacheconsistent-hashing · eviction · replication
- Design a Web Crawlerfrontier · politeness · dedupe
- Design a Rate Limiteralgorithms · counters · redis
- Design Dropboxchunking · dedupe · sync
- Design Ticketmasterinventory · reservations · locking
- Design Search Autocompletetries · ranking · caching
- Design an Ad Click Aggregatorstream-processing · windowing · exactly-once
- Design a Distributed Job Schedulerscheduling · leases · idempotency
- Design a Stock Exchangeorder-book · determinism · event-sourcing
- Design a Project-to-Contractor Matching Systemrecommendations · ranking · marketplace
- Design Instagrammedia-pipeline · object-storage · fan-out
- Design WhatsApppersistent-connections · store-and-forward · end-to-end-encryption
- Design Netflixcdn · proactive-caching · adaptive-bitrate
- Design Yelpgeospatial-index · search · ranking
- Design a Real-Time Leaderboardsorted-sets · ranking · sharding
- Design a Distributed Key-Value Storeconsistent-hashing · quorum-replication · conflict-resolution
- Design a Unique ID Generatorid-generation · clocks · leases
- Design LeetCodesandboxing · job-queue · untrusted-code
- Design Airbnbavailability-search · inventory · double-booking
- Design a Distributed Message Queueappend-only-log · partitioning · replication
- Design a Metrics and Monitoring Systemtime-series · compression · cardinality
- Design Tindergeo-sharding · recommendations · bloom-filters
- Design Redditcomment-trees · voting · ranking
- Design DoorDashstate-machine · dispatch · eta-prediction
- Design AWS Step Functionsworkflow-orchestration · event-sourcing · durable-timers
- Design Apache Airflowworkflow-orchestration · dag-scheduling · backfills
- Design Zapierworkflow-orchestration · polling · webhooks
- Design an Online Auctioncontention · compare-and-set · durable-timers
- Design Live Commentsbroadcast · pub-sub · sse
- Design Zoomwebrtc · sfu · real-time-media
- Design Google Searchinverted-index · scatter-gather · tail-latency
- Design Spotifyprefetching · licensing · offline
- Design Gmailsmtp-ingress · spam-filtering · per-user-sharding
- Design Amazonshopping-cart · inventory · caching
- Design a Large File Distribution Systempeer-to-peer · chunking · bandwidth
- Design a Recommendation Systemrecommendations · ranking · vector-search
- Design a Distributed Lock Serviceconsensus · leases · fencing-tokens
- Design an Object Storage Serviceerasure-coding · range-partitioning · durability
- Design Google Calendarrecurrence · time-zones · fan-out
- Design a Code Deployment Systemdeployment · canary · reconciliation
- Design a Distributed Logging Systemlog-aggregation · inverted-index · tiered-storage
- Design Twitchlive-video · low-latency · transcoding
- Design a Price Trackeradaptive-scheduling · change-detection · time-series
- Design Stravageospatial · async-pipeline · spatial-matching
- Design Figmamultiplayer · last-writer-wins · websockets
- Design a Load Balancerload-balancing · networking · consistent-hashing
- Design a RAG Systemrag · vector-search · hybrid-search
- Design a CDNcdn · anycast · tiered-cache
- Design an API Gatewayapi-gateway · authentication · control-plane
- Design an Ad Serving Systemauctions · budget-pacing · ranking
- Design GitHubgit · replication · quorum
- Design Venmoledger · sharding · hot-keys
- Design a Multiplayer Game Backendreal-time · udp · game-servers
- Design TikTokshort-video · prefetch · session-ranking
- Design an A/B Testing Platformexperimentation · hashing · statistics
- Design GitHub Copilotlatency-budget · cancellation · prefix-caching
- Design Nearby Friendsreal-time · pub-sub · fan-out
- Design a Fraud Detection Systemfraud · feature-store · stream-processing
- Design Pastebinobject-storage · expiry · caching
- Design a Webhook Delivery Systemwebhooks · retries · isolation
- Design Pinterestrandom-walks · visual-search · deduplication
- Design a Vector Databasevector-search · ann-indexes · quantisation
- Design a Content Moderation Systemmoderation · perceptual-hashing · review-queues
- Design Robinhoodmarket-data · order-management · ledger
- Design a Flight Booking Systemfan-out · caching · saga
- Design a Container Orchestratorscheduling · reconciliation · consensus
- Design Discordreal-time · fan-out · actors
Questions people ask about the X system design interview
What system design questions does X ask?
Questions reported in X system design interviews include News Feed, Top-K Heavy Hitters Service, Post Search, Social Graph and Google News. Between them they test fan out, ranking, caching, social, heavy hitters and count min sketch. The reports come from public interview guides and candidate accounts, not from X, so practise the patterns rather than memorising one list.
How do I prepare for the X system design interview?
Practise the questions reported there out loud, under a 45-minute clock: requirements with numbers first, then estimates, a high-level design, and deep dives into the two or three hardest parts. Start with News Feed: watch a strong candidate answer it turn by turn, then sit it yourself. Then cover the patterns the round leans on (fan out, ranking, caching and social) with one more question each.