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Can you describe a situation where you had to make a critical architectural decision regarding Nginx configuration for load balancing and how you approached it?

In a previous project, we had to decide between round-robin and least-connections load balancing for our Nginx setup. I chose least-connections as our application was resource-intensive and had variable load,…

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Can you explain how middleware works in Go’s HTTP package and provide an example of where it might be beneficial in a web application architecture?

Middleware in Go’s HTTP package refers to a function that wraps an HTTP handler to modify its behavior, such as adding logging, authentication, or response compression. It’s beneficial for separating…

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How would you design a scalable and efficient architecture for a complex iOS application that requires real-time data synchronization across multiple users?

I would use a Model-View-ViewModel (MVVM) architecture combined with Combine for reactive programming. This allows for a clear separation of concerns while ensuring real-time updates are efficiently propagated to the…

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How would you structure a TypeScript application that leverages ML models for predictions while ensuring type safety and maintainability?

I would create a well-defined architecture using interfaces and type guards to ensure type safety across the application. Key components should include a clear separation between data processing, model handling,…

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How do you choose a framework for building microservices, and what factors do you consider in your decision-making process?

When choosing a framework for microservices, I consider factors such as scalability, language compatibility, ecosystem support, and ease of integration. Additionally, I assess how well the framework aligns with our…

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Can you explain how microservices can improve application scalability compared to a monolithic architecture?

Microservices improve scalability by allowing individual services to be scaled independently based on demand. In a monolithic architecture, scaling typically requires duplicating the entire application, which is less efficient and…

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How would you handle event deduplication in a system that uses webhooks for event-driven architecture, and what strategies would you consider?

To handle event deduplication, I would implement an idempotency key system where each event is tagged with a unique identifier. This allows us to track events that have already been…

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How would you optimize the database access layer in a Next.js application for heavy read operations while ensuring scalability?

To optimize the database access layer for heavy reads in a Next.js application, I would implement caching mechanisms, use a read replica for the database, and ensure that queries are…

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How would you design a caching mechanism in PHP to improve the performance of a data-heavy application, and what considerations would you take into account?

I would implement a caching mechanism using a combination of in-memory caching like Redis for frequently accessed data and a file-based cache for less frequently accessed data. Key considerations include…

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How would you structure a simple Flutter application to ensure scalability as it grows in features and complexity?

I would use the Flutter BLoC pattern for state management to separate business logic from the UI. Structuring the app into multiple widgets and folders for features also helps in…

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How does Nginx handle high-concurrency connections and what data structures are leveraged in this process?

Nginx uses an event-driven architecture which allows it to handle a large number of concurrent connections efficiently. It primarily uses a combination of epoll on Linux and the worker process…

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Can you explain the concept of service discovery in a microservices architecture and why it is important?

Service discovery is a mechanism that allows microservices to find and communicate with each other dynamically. It is important because it helps manage the resilience and scalability of the application…

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