Added prompts for technical interview & skill gap coach and Explain Code / System Design Clearly
Category: system_design
Date: 2026-02-26
Added Prompts for Technical Interview & Skill Gap Coach
To ensure that the system design discussion is comprehensive and well-structured, I will provide the following added prompts:
- Requirements Clarification: Can you provide more context about the user base and expected traffic volume?
- Performance Metrics: What are the key performance metrics that you would like to achieve with this system (e.g., latency, throughput, availability)?
- Scalability Requirements: How does the system need to scale to accommodate growth in user base and traffic volume?
- Security Requirements: Are there any specific security requirements for the system (e.g., authentication, authorization, data encryption)?
- Data Storage Requirements: What types of data will be stored in the system, and how will it be used?
- System Complexity: Can you estimate the complexity of the system, and how many components will be involved?
Skill Gap Coach
To identify skill gaps, I will ask the following questions:
- System Design Patterns: Can you explain how you would implement a specific system design pattern (e.g., caching, load balancing, queuing)?
- Database Design: How would you design a database to meet the requirements of the system?
- Algorithms and Data Structures: Can you explain how you would implement a specific algorithm or data structure to solve a problem in the system?
- Cloud Computing: Can you describe how you would deploy the system on a cloud platform (e.g., AWS, GCP, Azure)?
- Monitoring and Logging: How would you design a monitoring and logging system to ensure the health and performance of the system?
Explain Code / System Design Clearly
To ensure that the code and system design are explained clearly, I will ask the following questions:
- Code Review: Can you walk me through the code and explain how it works?
- System Design Overview: Can you provide an overview of the system design, including the high-level architecture and key components?
- Component Interactions: Can you explain how the components of the system interact with each other?
- Trade-offs: Can you explain any trade-offs that were made in the design of the system?
System Design Discussion
Now, let’s move on to the system design discussion. Here is a structured approach:
1. Requirements (Functional + Non-functional)
- Define the functional requirements of the system (e.g., what it needs to do)
- Define the non-functional requirements of the system (e.g., performance, scalability, security)
Example: The system needs to handle 10,000 concurrent users, with a latency of less than 100ms and a throughput of 100 requests per second.
2. High-Level Architecture
- Define the high-level architecture of the system (e.g., monolithic, microservices)
- Identify the key components of the system (e.g., database, API gateway, load balancer)
- Explain how the components interact with each other
Example: The system uses a microservices architecture, with a RESTful API, a load balancer, and a database.
3. Database Design
- Define the database schema (e.g., relational, NoSQL)
- Identify the key entities and relationships in the database
- Explain how the database will be used in the system
Example: The system uses a relational database, with entities for users, orders, and products.
4. Scaling Strategy
- Define the scaling strategy for the system (e.g., horizontal scaling, vertical scaling)
- Identify the key bottlenecks in the system
- Explain how the system will be scaled to meet growing demand
Example: The system will use horizontal scaling, with multiple instances of each component. The load balancer will distribute traffic across the instances.
5. Bottlenecks
- Identify the key bottlenecks in the system (e.g., database queries, network latency)
- Explain how the bottlenecks will be addressed (e.g., caching, load balancing, queuing)
Example: The database queries are a bottleneck, so we will use caching to reduce the number of queries.
6. Trade-offs
- Explain any trade-offs that were made in the design of the system (e.g., performance vs. security)
- Justify the trade-offs based on the requirements of the system
Example: We traded off performance for security by using a load balancer to distribute traffic across instances.
First Principle of System Design
The first principle of system design is to Separation of Concerns. This principle states that a system should be designed to separate concerns into distinct components, each with its own responsibility. This principle is essential for building systems that are scalable, maintainable, and easy to understand.
Example: In the system design discussion, we separated the concerns of the system into distinct components, such as the API gateway, load balancer, and database. Each component has its own responsibility, and they interact with each other to provide the required functionality.
Learning Links
Note: These links are for reference purposes only and are not exhaustive.