Real Interview Questions, Not Practice Problems

Curated from real candidate experiences — know exactly what companies are asking right now.

Recently asked coding & system design questionsCompany-specific & sorted by date
Plaid
#1

Design a Bank Account Linking System

oauthsecuritybanking-api
System DesignhardFREE
Stripe
#2

Debug a Payment Processing Pipeline

debuggingpaymentsconcurrency
CodinghardFREE
OpenAI
#3

Design a Model Training Pipeline

ml-trainingdistributed-systemsdata-pipeline
System DesignhardFREE
Databricks
#4

Rate Limiter for API Gateway

rate-limitingdistributed-systemsapi-design
LLDmediumFREE
Stripe
#5

Design a Subscription Billing System

billingpaymentssubscriptions
System DesignhardFREE
OpenAI
#6

Build a Token Counter and Context Manager

tokenizationcontext-managementllm
CodingmediumFREE
Plaid
#7

Implement a Transaction Categorization Engine

categorizationmachine-learningfinancial-data
CodingmediumFREE
Netflix
#8

Design a Video Recommendation Engine

recommendation-systemsmachine-learningpersonalization
System DesignhardFREE
Databricks
#9

Design a Distributed Query Engine

distributed-systemsquery-optimizationfault-tolerance
System DesignhardFREE
Netflix
#10

Design a Real-Time Analytics Dashboard

real-time-analyticsstreamingmonitoring
System DesignmediumFREE
Stripe
#11

Implement a Webhook Delivery System

webhooksreliabilityevent-driven
LLDmediumFREE
Anthropic
#12

Design an LLM Serving Infrastructure

llm-servinggpu-managementauto-scaling
System DesignhardFREE
OpenAI
#13

Implement a KV Cache for Transformer Inference

kv-cachetransformergpu-memory
CodinghardFREE
Plaid
#14

Design a Financial Data Aggregation Pipeline

data-aggregationetlrate-limiting
System DesignhardFREE
Snowflake
#15

Design a Virtual Warehouse Architecture

virtual-warehouseauto-scalingmulti-tenant
System DesignhardFREE
Netflix
#16

Implement an Adaptive Bitrate Streaming Algorithm

streamingadaptive-bitratenetworking
CodinghardFREE
Anthropic
#17

Build a Concurrent Rate-Limited API Client

concurrencyrate-limitingapi-client
CodingmediumFREE
Coinbase
#18

Design a Cryptocurrency Exchange Order Book

order-bookmatching-enginereal-time
System DesignhardFREE
Databricks
#19

Streaming Window Aggregations

streamingsliding-windowdata-processing
CodinghardFREE
Stripe
#20

API Rate Limiting with Usage-Based Billing

rate-limitingbillingapi-design
CodingmediumFREE
Anthropic
#21

Implement a Token-Level Streaming Parser

streamingparsingllm
CodingmediumFREE
OpenAI
#22

Design an API Gateway for AI Models

api-gatewayload-balancinggpu-management
System DesignhardFREE
Snowflake
#23

Implement a Micro-Partition Pruning Algorithm

partition-pruningzone-mapsbloom-filter
CodinghardFREE
Plaid
#24

Build a Webhook Notification System

webhooksreal-timeevent-driven
CodingmediumFREE
Coinbase
#25

Build a Real-Time Price Feed Aggregator

price-feedaggregationreal-time
CodingmediumFREE
Netflix
#26

Design a CDN Routing System

cdnroutingcaching
System DesignhardFREE
Snowflake
#27

Design a Time Travel Feature

time-travelversioningstorage-optimization
System DesignhardFREE
Coinbase
#28

Implement a Blockchain Transaction Tracker

blockchaintransaction-monitoringchain-reorg
CodinghardFREE
Figma
#29

Design a Real-Time Collaborative Editor

crdtreal-time-collaborationconflict-resolution
System DesignhardFREE
Databricks
#30

Delta Table Compaction

data-lakecompactionconcurrency
CodinghardFREE
Netflix
#31

Build a Chaos Engineering Framework

chaos-engineeringfault-injectionresilience
LLDhardFREE
Stripe
#32

Design a Fraud Detection System

fraud-detectionmachine-learningreal-time
System DesignhardFREE
Anthropic
#33

Design a Prompt Evaluation Pipeline

evaluationa-b-testingllm
System DesignhardFREE
OpenAI
#34

Design a Plugin/Tool Execution Sandbox

sandboxsecuritytool-execution
System DesignhardFREE
Snowflake
#35

Build a Result Cache System

cachingquery-resultsinvalidation
CodingmediumFREE
Plaid
#36

Design an Identity Verification Service

kycidentity-verificationcompliance
System DesignhardFREE
Coinbase
#37

Design a Hot/Cold Wallet System

walletcustodysecurity
System DesignhardFREE
Figma
#38

Implement a Canvas Rendering Engine

canvasrendering2d-graphics
CodinghardFREE
Snowflake
#39

Design a Secure Data Sharing Platform

data-sharingaccess-controlmulti-tenant
System DesignmediumFREE
Coinbase
#40

Design a KYC/AML Compliance Pipeline

kycamlcompliance
System DesignmediumFREE
Figma
#41

Design a Design System Component Library

design-systemscomponent-libraryversioning
LLDmediumFREE
Databricks
#42

Design a Notebook Execution Engine

distributed-systemsexecution-engineresource-management
System DesignhardFREE
Anthropic
#43

Design a Conversation Memory System

llmcontext-managementsummarization
System DesignhardFREE
Figma
#44

Build a Vector Graphics Diff Algorithm

diffingvector-graphicsalgorithms
CodinghardFREE
Figma
#45

Design a Plugin Sandbox Architecture

plugin-systemsandboxsecurity
System DesignhardFREE
Rippling
#46

Task Runner with Concurrency Limit

javascriptasyncconcurrency
CodingmediumFREE
Rippling
#47

Design Masonry Layout (Pinterest-style)

frontend-system-designlayoutperformance
System DesignmediumFREE
Rippling
#48

Currency Exchange Arbitrage Detection

graphbellman-fordnegative-cycle
CodingmediumFREE
Rippling
#49

LFU Cache with LRU Tiebreaker

data-structurescachehash-map
CodinghardFREE
Rippling
#50

Optimal Game Strategy (Array Ends)

dynamic-programminggame-theoryarrays
CodingmediumFREE