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Engineering Insights

Practical articles on Java, microservices, system design, AI engineering, and the future of software development. No fluff — only production-tested insights.

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Cache Invalidation Strategies: The Hardest Problem in CS
System Designcachesystem-design

Cache Invalidation Strategies: The Hardest Problem in CS

Cache invalidation is notoriously difficult, often dubbed the hardest problem in computer science. In this post, we explore why it remains a challenge, delve into strategies, and provide real-world insights for modern system design.

30 May 202612 min read
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Designing a Multi-Player Game Backend: A Modern Approach
System Designsystem-designmicroservices

Designing a Multi-Player Game Backend: A Modern Approach

Discover the intricacies of designing a multi-player game backend in today's tech landscape. Explore architecture patterns, real-world use cases, and best practices to build scalable, resilient systems that cater to the dynamic needs of modern gaming.

30 May 202612 min read
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Materialized Views: When They Solve Real Performance Problems
System Designsystem-designdatabase

Materialized Views: When They Solve Real Performance Problems

Discover how materialized views can address real-world performance challenges in modern software systems. Learn when to use them, their benefits, and potential pitfalls, with insights from industry experts.

30 May 202612 min read
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Designing an Inventory Management System: A Modern Approach
System Designjavamicroservices

Designing an Inventory Management System: A Modern Approach

Discover the intricacies of designing a robust inventory management system in today's tech landscape. Explore architecture patterns, real-world use cases, and best practices to build scalable and efficient systems using Java, Spring Boot, and microservices.

30 May 202612 min read
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API Throttling Strategies for Public APIs: Balancing Access and Stability
System Designapithrottling

API Throttling Strategies for Public APIs: Balancing Access and Stability

Explore effective API throttling strategies to ensure stability and fair access in public APIs. Learn about real-world implementations, common pitfalls, and best practices for designing robust systems in 2025 and beyond.

30 May 202612 min read
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Designing a Location-Based Service: A System Design Deep Dive
System Designjavamicroservices

Designing a Location-Based Service: A System Design Deep Dive

Explore the intricacies of designing a location-based service in today's tech landscape. From architecture patterns to real-world use cases, this guide offers insights for engineers looking to build scalable, efficient systems.

29 May 202612 min read
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Graceful Degradation: Building Fault-Tolerant Systems
System Designsystem-designmicroservices

Graceful Degradation: Building Fault-Tolerant Systems

In today's fast-paced digital world, ensuring system reliability is crucial. Graceful degradation offers a way to maintain functionality during failures. This post explores its importance, real-world applications, and best practices for building resilient systems.

29 May 202610 min read
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Designing a Code Execution System Like LeetCode: A Deep Dive into System Design
System Designsystem-designmicroservices

Designing a Code Execution System Like LeetCode: A Deep Dive into System Design

Explore the intricacies of designing a code execution system akin to LeetCode. This post delves into architecture patterns, real-world use cases, and best practices, offering insights for engineers looking to build scalable and efficient systems.

29 May 202612 min read
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Mastering Data Partitioning Strategies: Range, Hash, and List Partitioning
System Designdata-partitioningsystem-design

Mastering Data Partitioning Strategies: Range, Hash, and List Partitioning

Explore the intricacies of data partitioning strategies—Range, Hash, and List Partitioning. Learn how these techniques can optimize your system's performance and scalability in the modern cloud-native era, with practical insights and real-world applications.

29 May 202612 min read
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Designing a Web Crawler at Scale: A Deep Dive into System Design
System Designweb-crawlersystem-design

Designing a Web Crawler at Scale: A Deep Dive into System Design

Discover the intricacies of designing a web crawler that can operate at scale. This post explores modern techniques, real-world architecture patterns, and best practices for building efficient, scalable web crawlers in 2025 and beyond.

29 May 202612 min read
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Building a Recommendation Engine: Collaborative Filtering at Scale
System Designrecommendation-enginecollaborative-filtering

Building a Recommendation Engine: Collaborative Filtering at Scale

Discover how to build a scalable recommendation engine using collaborative filtering. This guide dives into system design, real-world use cases, and best practices for implementing this approach in modern software architectures.

28 May 202612 min read
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The Database per Service Pattern: Benefits and Challenges
System Designmicroservicessystem-design

The Database per Service Pattern: Benefits and Challenges

Explore the Database per Service pattern in microservices architecture, its benefits, challenges, and real-world applications. Learn best practices, common pitfalls, and when to avoid this approach in system design.

28 May 202612 min read
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