Dynamic Programming Interview Patterns: A Complete Guide (2025)
What Is Dynamic Programming? Dynamic programming (DP) solves problems by breaking them into overlapping subproblems, solving each subproblem once, and […]
What Is Dynamic Programming? Dynamic programming (DP) solves problems by breaking them into overlapping subproblems, solving each subproblem once, and […]
Problem Overview Design a file storage and sync service like Dropbox or Google Drive. Users can upload files up to
The Core Challenge Real-time collaborative editing requires multiple users to edit the same document simultaneously and see each other changes
What Is a CDN? A Content Delivery Network is a globally distributed network of servers (Points of Presence, or PoPs)
Problem Overview Design a leaderboard and matchmaking system for a multiplayer game with 50 million players. The leaderboard shows global
What Is a Typeahead System? A typeahead (search autocomplete) system returns a ranked list of query completions as the user
Ad serving is at the core of Google and Meta businesses and is one of the highest-stakes systems in the
Site Reliability Engineering (SRE) and DevOps interviews mix system design, operations knowledge, and cultural questions. Google, Netflix, Uber, and most
IoT system design is increasingly common at Amazon (AWS IoT), Google (Cloud IoT), Tesla, Nest, and any company building connected
Ticketing systems for concerts and sports events are famous for their demand spikes: a Taylor Swift concert sells 50,000 tickets
API design questions appear in backend, platform engineering, and staff-level interviews. A poorly designed API is a permanent liability —
Food delivery is a three-sided marketplace connecting customers, restaurants, and delivery drivers — more complex than ride-sharing because orders involve
Kotlin is the primary language for Android development and is increasingly used for backend services (Ktor, Spring Boot). Kotlin interviews
Designing a live streaming platform is fundamentally different from designing video-on-demand (YouTube). The challenge is latency — live content must
Object-oriented design (OOD) questions test whether you can translate real-world requirements into clean class hierarchies. Amazon, Uber, and Microsoft frequently