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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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Mastering Service Level Objectives in System Design: A 2025 Perspective
System Designsystem-designmicroservicesslos

Mastering Service Level Objectives in System Design: A 2025 Perspective

Service Level Objectives (SLOs) are crucial for modern system design, especially in the era of microservices and cloud computing. This blog explores why SLOs matter, how to implement them effectively, and common pitfalls to avoid.

2 June 202610 min read
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Designing a Monitoring and Alerting System: A Modern Approach
System Designsystem-designmonitoring

Designing a Monitoring and Alerting System: A Modern Approach

In today's fast-paced tech landscape, designing an effective monitoring and alerting system is crucial for maintaining robust and reliable software systems. This blog post delves into the intricacies of building such systems, offering insights, best practices, and real-world examples for engineers navigating the challenges of 2025 and beyond.

2 June 202612 min read
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How Amazon Builds for High Availability
System Designamazonhigh-availability

How Amazon Builds for High Availability

Discover how Amazon achieves high availability in its systems, ensuring seamless service delivery even during peak loads. Learn about the architecture patterns, best practices, and real-world insights that make Amazon a leader in reliable cloud services.

1 June 202612 min read
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Queue-Based Load Leveling: Smoothing Traffic Spikes
System Designsystem-designmicroservices

Queue-Based Load Leveling: Smoothing Traffic Spikes

Discover how queue-based load leveling can help manage traffic spikes in modern distributed systems. Learn about its real-world applications, benefits, and challenges, and explore best practices for implementation in microservices architectures.

1 June 202610 min read
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Designing a Content Moderation System at Scale
System Designsystem-designmicroservices

Designing a Content Moderation System at Scale

In the era of user-generated content, designing a scalable content moderation system is crucial. This post explores the intricacies of building such systems, offering insights into architecture patterns, real-world use cases, and best practices for engineers.

1 June 202612 min read
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The Ambassador Pattern in Microservices Architecture: A Deep Dive
System Designmicroservicessystem-design

The Ambassador Pattern in Microservices Architecture: A Deep Dive

Discover the Ambassador Pattern in microservices architecture, a crucial design pattern for managing cross-cutting concerns like logging, monitoring, and security. Learn how it enhances scalability and flexibility in modern cloud-native applications.

1 June 202612 min read
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Designing a Real-Time Analytics Dashboard: A Deep Dive into Modern System Design
System Designreal-time analyticssystem-design

Designing a Real-Time Analytics Dashboard: A Deep Dive into Modern System Design

In today's data-driven world, real-time analytics dashboards are crucial for businesses to make informed decisions. This blog post explores the intricacies of designing such dashboards, focusing on modern technologies like microservices, cloud, and AI, while addressing common pitfalls and best practices.

1 June 202612 min read
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Write-Ahead Logging: How Databases Guarantee Durability
System Designdatabasessystem-design

Write-Ahead Logging: How Databases Guarantee Durability

Discover how write-ahead logging (WAL) ensures data durability in modern databases. Explore its significance in today's cloud-native architectures, real-world applications, and best practices for implementation.

31 May 202612 min read
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Designing an API Rate Limiter from Scratch: A Deep Dive into System Design
System Designjavamicroservices

Designing an API Rate Limiter from Scratch: A Deep Dive into System Design

In today's API-driven world, managing traffic efficiently is crucial. This blog post explores how to design an API rate limiter from scratch, offering insights into real-world implementations, challenges, and best practices for 2025 and beyond.

31 May 202612 min read
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Data Lake vs Data Warehouse vs Lakehouse Architecture: Navigating the Data Storage Landscape
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Data Lake vs Data Warehouse vs Lakehouse Architecture: Navigating the Data Storage Landscape

In the evolving world of data storage, understanding the differences between Data Lakes, Data Warehouses, and Lakehouse Architectures is crucial for modern system design. This post explores these architectures, their real-world applications, and how they impact system design decisions.

31 May 202612 min read
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Designing a Subscription Billing System: A Modern Approach
System Designsystem-designmicroservices

Designing a Subscription Billing System: A Modern Approach

Discover the intricacies of designing a subscription billing system in today's tech landscape. This guide delves into architecture patterns, real-world use cases, and best practices, offering insights for engineers looking to build scalable and efficient billing solutions.

31 May 202612 min read
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Designing a Banking System: Ledger and Double-Entry Accounting
System Designsystem-designbanking

Designing a Banking System: Ledger and Double-Entry Accounting

Explore the intricacies of designing a modern banking system with a focus on ledger management and double-entry accounting. Learn about real-world implementations, common pitfalls, and best practices for building scalable and reliable financial systems.

31 May 202612 min read
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