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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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Designing a Video Transcoding Pipeline: A Modern Approach
System Designvideo-transcodingsystem-design

Designing a Video Transcoding Pipeline: A Modern Approach

Discover how to design a robust video transcoding pipeline in 2025, leveraging microservices, cloud, and AI. Learn from real-world examples, explore best practices, and understand the challenges and trade-offs in building scalable systems.

20 May 202612 min read
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Feature Flags at Scale: Rolling Out Safely
System Designfeature-flagssystem-design

Feature Flags at Scale: Rolling Out Safely

Discover how feature flags can revolutionize your deployment strategy, enabling safe and controlled rollouts at scale. Learn from real-world examples, explore best practices, and understand the trade-offs in modern system design.

20 May 202612 min read
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The Outbox Pattern: Reliable Event Publishing in Modern Systems
System Designjavamicroservices

The Outbox Pattern: Reliable Event Publishing in Modern Systems

Discover how the Outbox Pattern ensures reliable event publishing in distributed systems. Learn its significance in today's microservices architecture, explore real-world use cases, and understand the trade-offs and best practices for implementation.

19 May 202612 min read
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Designing a Social Network Friend Recommendation System: A Deep Dive into Modern Approaches
System Designsystem-designsocial-networks

Designing a Social Network Friend Recommendation System: A Deep Dive into Modern Approaches

Explore the intricacies of designing a friend recommendation system for social networks. This post delves into modern techniques, real-world architectures, and best practices, offering insights for engineers looking to build scalable and effective systems.

19 May 202612 min read
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API Pagination Patterns: Offset, Cursor, and Keyset
System Designapi-designpagination

API Pagination Patterns: Offset, Cursor, and Keyset

Explore the intricacies of API pagination patterns—Offset, Cursor, and Keyset. Understand their real-world applications, trade-offs, and best practices in modern system design, especially in the context of 2025–2026's evolving tech landscape.

19 May 202612 min read
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Multi-Region Architecture: Active-Active vs Active-Passive
System Designmulti-regionsystem-design

Multi-Region Architecture: Active-Active vs Active-Passive

Explore the intricacies of multi-region architecture with a focus on Active-Active and Active-Passive setups. Understand their relevance in today's cloud-driven world, learn from real-world examples, and discover best practices for implementing these architectures effectively.

19 May 202612 min read
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Designing a Hotel Booking System: A Modern Approach
System Designsystem-designmicroservices

Designing a Hotel Booking System: A Modern Approach

In the era of digital transformation, designing a robust hotel booking system is crucial for seamless customer experiences. This post delves into the intricacies of building such a system using modern technologies like microservices and cloud, offering insights into real-world implementations and best practices.

19 May 202612 min read
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Content Delivery Networks: How They Actually Work
System Designcdnsystem-design

Content Delivery Networks: How They Actually Work

Content Delivery Networks (CDNs) are crucial for modern web performance, especially in 2025–2026. This post explores how CDNs function, their impact on system design, and best practices for implementation, with insights into real-world use cases and architecture patterns.

18 May 202612 min read
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Distributed Tracing: From Theory to Production with Jaeger
System Designdistributed-tracingjaeger

Distributed Tracing: From Theory to Production with Jaeger

Discover how distributed tracing with Jaeger can transform your microservices architecture from a black box into a transparent, observable system. Learn practical insights, real-world use cases, and best practices for implementing Jaeger in production environments.

18 May 202612 min read
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Long Polling vs WebSockets vs SSE: Real-Time Data Trade-offs
System Designreal-timesystem-design

Long Polling vs WebSockets vs SSE: Real-Time Data Trade-offs

Explore the trade-offs between Long Polling, WebSockets, and Server-Sent Events for real-time data delivery. Understand their use cases, pros, cons, and best practices to make informed decisions in modern system design.

18 May 202612 min read
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Designing a Ride-Sharing System: Real-Time Matching at Scale
System Designsystem-designmicroservices

Designing a Ride-Sharing System: Real-Time Matching at Scale

Explore the intricacies of designing a scalable ride-sharing system with real-time matching. Learn about architecture patterns, common pitfalls, and best practices to build robust systems that meet the demands of modern transportation networks.

18 May 202615 min read
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Message Queue Patterns: When to Use Dead Letter Queues
System Designjavamicroservices

Message Queue Patterns: When to Use Dead Letter Queues

Dead Letter Queues (DLQs) are crucial in modern distributed systems for handling message processing failures. This post explores when and how to use DLQs effectively, with real-world examples, best practices, and insights into their impact on system design.

18 May 202612 min read
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