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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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Designing a Job Scheduler Like Quartz or AWS Batch: A Deep Dive into Modern System Design
System Designjavamicroservices

Designing a Job Scheduler Like Quartz or AWS Batch: A Deep Dive into Modern System Design

Explore the intricacies of designing a job scheduler akin to Quartz or AWS Batch. This post delves into the architecture, real-world use cases, and best practices, offering insights for engineers looking to build robust scheduling systems in 2025 and beyond.

28 May 202612 min read
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Back-of-the-Envelope Estimation: A Practical System Design Skill
System Designsystem-designmicroservices

Back-of-the-Envelope Estimation: A Practical System Design Skill

Mastering back-of-the-envelope estimation is crucial for modern system design. This skill helps engineers make quick, informed decisions, especially in the fast-paced world of microservices and cloud computing. Learn how to apply it effectively in real-world scenarios.

28 May 202610 min read
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Distributed Unique ID Generation: Snowflake and Beyond
System Designjavamicroservices

Distributed Unique ID Generation: Snowflake and Beyond

Explore the intricacies of distributed unique ID generation with a focus on Snowflake and its alternatives. Learn about real-world implementations, challenges, and best practices in the context of modern system design.

28 May 202612 min read
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Designing a Chat Application: One-on-One and Group Messaging
System Designjavaspring-boot

Designing a Chat Application: One-on-One and Group Messaging

Explore the intricacies of designing a chat application with a focus on one-on-one and group messaging. Learn about architecture patterns, real-world use cases, and best practices for building scalable and efficient chat systems.

27 May 202612 min read
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Service Discovery: Consul vs Kubernetes DNS vs Eureka
System Designjavamicroservices

Service Discovery: Consul vs Kubernetes DNS vs Eureka

In the evolving landscape of microservices, service discovery is crucial for seamless communication between services. This post explores the strengths and weaknesses of Consul, Kubernetes DNS, and Eureka, providing insights into their real-world applications and best practices for 2025 and beyond.

27 May 202612 min read
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Designing a Flash Sale System: Handling Sudden Traffic Spikes
System Designsystem-designmicroservices

Designing a Flash Sale System: Handling Sudden Traffic Spikes

Learn how to design a robust flash sale system capable of handling sudden traffic spikes. Explore real-world architecture patterns, best practices, and common pitfalls to avoid in your next system design interview.

27 May 202610 min read
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Time-Series Data: Storing and Querying Metrics at Scale
System Designtime-seriessystem-design

Time-Series Data: Storing and Querying Metrics at Scale

In the era of IoT and real-time analytics, efficiently storing and querying time-series data is crucial. This blog explores modern approaches to handling time-series data at scale, offering insights into architecture patterns, best practices, and common pitfalls.

27 May 202612 min read
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Data Consistency Patterns: Eventual vs Strong Consistency
System Designsystem-designmicroservices

Data Consistency Patterns: Eventual vs Strong Consistency

In the evolving landscape of distributed systems, understanding data consistency patterns is crucial. This post delves into eventual and strong consistency, exploring their implications, real-world applications, and best practices for modern system design.

27 May 202610 min read
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Designing a File Storage System Like Amazon S3: A Deep Dive into Modern System Design
System Designsystem-designcloud

Designing a File Storage System Like Amazon S3: A Deep Dive into Modern System Design

Explore the intricacies of designing a file storage system akin to Amazon S3. This post delves into architecture patterns, real-world use cases, and best practices, offering insights for engineers looking to build scalable and reliable storage solutions.

26 May 202612 min read
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Bulkhead Pattern: Isolating Failures in Microservices
System Designmicroservicessystem-design

Bulkhead Pattern: Isolating Failures in Microservices

Discover how the Bulkhead Pattern can enhance the resilience of your microservices architecture by isolating failures and preventing cascading issues. Learn practical implementation strategies, real-world use cases, and best practices for 2025 and beyond.

26 May 202612 min read
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Mastering Distributed Transactions with the Saga Pattern
System Designjavamicroservices

Mastering Distributed Transactions with the Saga Pattern

Explore the Saga Pattern for managing distributed transactions in microservices. Learn why it's crucial in today's cloud-native world, how to implement it effectively, and when to avoid it. Gain insights from real-world applications and system design interviews.

26 May 202612 min read
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Mastering Read Replicas and Write Splitting in Production Databases
System Designdatabasessystem-design

Mastering Read Replicas and Write Splitting in Production Databases

Discover the intricacies of read replicas and write splitting in production databases. Learn how these techniques can enhance scalability and performance, and explore real-world use cases, best practices, and potential pitfalls in modern system design.

26 May 202612 min read
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