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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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How Uber Designs Their Dispatch System: A Deep Dive into Modern System Design
System Designubersystem-design

How Uber Designs Their Dispatch System: A Deep Dive into Modern System Design

Discover how Uber's dispatch system is engineered to handle millions of ride requests daily. Explore the architecture, challenges, and best practices that make it a benchmark in system design. Learn from real-world insights and understand the impact on system design interviews.

23 May 202612 min read
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Building a Real-Time Notification System at Scale: A Deep Dive into Modern System Design
System Designjavamicroservices

Building a Real-Time Notification System at Scale: A Deep Dive into Modern System Design

Explore the intricacies of designing a real-time notification system that scales. This post delves into architecture patterns, real-world use cases, and best practices, offering insights for engineers tackling this complex challenge in 2025 and beyond.

23 May 202612 min read
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Event Sourcing: When It Shines and When It's Overkill
System Designevent-sourcingsystem-design

Event Sourcing: When It Shines and When It's Overkill

Event Sourcing is a powerful pattern in system design, but it's not a one-size-fits-all solution. Discover when it truly shines and when it might be overkill, with insights into real-world applications, best practices, and common pitfalls.

23 May 202612 min read
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Designing a URL Shortener: Beyond the Basic Interview Answer
System Designsystem-designmicroservices

Designing a URL Shortener: Beyond the Basic Interview Answer

Explore the complexities of designing a URL shortener in a real-world context. This post delves into architecture patterns, scaling challenges, and best practices, offering insights for engineers looking to build robust systems.

23 May 202612 min read
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CAP Theorem in Practice: How Real Systems Make Trade-offs
System Designcap-theoremsystem-design

CAP Theorem in Practice: How Real Systems Make Trade-offs

Explore how the CAP Theorem influences modern system design, especially in the era of microservices and cloud computing. Learn about real-world trade-offs, common pitfalls, and best practices for building resilient distributed systems.

22 May 202615 min read
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Distributed Caching Strategies: Redis Cluster vs Memcached
System Designdistributed-systemscaching

Distributed Caching Strategies: Redis Cluster vs Memcached

In the evolving landscape of distributed systems, choosing the right caching strategy is crucial. This post dives into Redis Cluster and Memcached, comparing their strengths, weaknesses, and real-world applications to help you make informed decisions for your system architecture.

22 May 202612 min read
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Rate Limiting at Scale: Token Bucket vs Sliding Window
System Designrate-limitingsystem-design

Rate Limiting at Scale: Token Bucket vs Sliding Window

Explore the intricacies of rate limiting at scale with a deep dive into the Token Bucket and Sliding Window algorithms. Understand their real-world applications, trade-offs, and best practices for implementing these strategies in modern distributed systems.

22 May 202612 min read
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How Netflix Designs for Chaos: Lessons Every Engineer Should Steal
System Designchaos-engineeringsystem-design

How Netflix Designs for Chaos: Lessons Every Engineer Should Steal

Discover how Netflix's chaos engineering principles can transform your system design approach. Learn practical insights, real-world examples, and best practices to build resilient systems in today's fast-paced tech landscape.

22 May 202612 min read
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Zero-Downtime Deployments: Patterns That Actually Work in Production
System Designzero-downtimedeployments

Zero-Downtime Deployments: Patterns That Actually Work in Production

Discover the secrets to achieving zero-downtime deployments in production environments. Explore real-world patterns, best practices, and common pitfalls to avoid, ensuring seamless updates without disrupting your users.

22 May 202612 min read
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Designing for Failure: Resilience Patterns Every Backend Engineer Should Know
System Designjavamicroservices

Designing for Failure: Resilience Patterns Every Backend Engineer Should Know

In today's fast-paced digital world, designing resilient systems is crucial. This blog explores essential resilience patterns for backend engineers, offering insights into real-world applications, trade-offs, and best practices to ensure your systems can withstand failures.

21 May 202612 min read
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The Art of API Versioning: Strategies That Don't Break Your Clients
System Designapi-versioningsystem-design

The Art of API Versioning: Strategies That Don't Break Your Clients

API versioning is crucial for evolving software systems without disrupting clients. In this post, we explore effective strategies for API versioning, common pitfalls, and best practices to ensure seamless client experiences in 2025 and beyond.

21 May 202612 min read
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CQRS in Practice: Lessons from Production Systems
System Designcqrssystem-design

CQRS in Practice: Lessons from Production Systems

Explore the practical application of CQRS in modern software systems. Learn from real-world production experiences, understand the trade-offs, and discover best practices for implementing CQRS in your architecture.

21 May 202612 min read
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