Skip to content

Simplified Learning Blog

Learning made easy

  • Home
  • Modern Java
  • Architecture & Design
    • Cloud Native
    • System Design
  • AI Engineering
  • Resources
  • About Us
  • Toggle search form

Category: Architecture & Design

The Blueprint for Scalable Systems.

Architecture is the art of trade-offs. In this section, we move beyond “Hello World” tutorials to discuss the high-level decisions that define Senior Engineering. Whether you are dismantling a monolithic legacy application or designing a greenfield microservices cluster, the wrong architectural choice can cost millions in technical debt.

We focus on Distributed System Patterns that are actually production-viable. You won’t find theoretical academic papers here. Instead, we break down:

  • Data Consistency: How to handle eventual consistency in event-driven systems (Saga Pattern, Outbox Pattern).
  • Resilience: Implementing Circuit Breakers, Rate Limiters, and Bulkheads to prevent cascading failures.
  • Scalability: Database sharding strategies, caching policies (Write-Through vs. Write-Back), and horizontal scaling techniques.

This hub is designed for Architects, Staff Engineers, and Tech Leads who need to explain “Why” we are building it this way, not just “How”.

Start Here
⚑ Performance Principles
πŸ› System Design Patterns

Event-Driven Architecture in 2026: Kafka vs. Pulsar vs. Redpanda

Posted on January 28, 2026January 28, 2026 By Govind No Comments on Event-Driven Architecture in 2026: Kafka vs. Pulsar vs. Redpanda

System Design Updated Jan 2026 Β· 12 min read Event-Driven Architecture in 2026: Kafka vs. Pulsar vs. Redpanda The “Streaming Wars” have evolved. It is no longer just about who has the highest write throughput in a vacuum. In 2026, the battle for the heart of your Event-Driven Architecture (EDA) is fought on three new…

Read More “Event-Driven Architecture in 2026: Kafka vs. Pulsar vs. Redpanda” »

Architecture & Design

Practical System Design Examples using Spring Boot, Queues, and Caches (2026 Guide)

Posted on January 10, 2026January 14, 2026 By Govind No Comments on Practical System Design Examples using Spring Boot, Queues, and Caches (2026 Guide)

From CRUD to Architecture | Spring Boot System Design Examples As a Senior Developer, your value isn’t just writing @RestController. It’s knowing how to prevent that controller from crashing when traffic spikes by 500%. In 2026, “System Design” isn’t just for whiteboard interviews at FAANG. It’s about how you glue Spring Boot together with infrastructure…

Read More “Practical System Design Examples using Spring Boot, Queues, and Caches (2026 Guide)” »

Architecture & Design

System Performance Objective

Posted on May 5, 2023May 5, 2023 By Govind No Comments on System Performance Objective

In this blog, we are going to see what are the objectives of system performance. System performance objectives are the ways to identify proper performance for your application. What is System Performance Objective A system performance objective is a goal that is set for the performance of a system.This objective can be based on a…

Read More “System Performance Objective” »

Architecture & Design

Performance Principles of Software Architecture

Posted on April 29, 2023April 29, 2023 By Govind 2 Comments on Performance Principles of Software Architecture

In this blog post, we will see Performance Principles of Software Architecture. We know how the performance problems happens in the first place, like Queue Building etc. Now we will see what are the principles of performance. If you missed about the performance issues, refer to this one for more information. In short, these are…

Read More “Performance Principles of Software Architecture” »

Architecture & Design

Software Architecture Performance

Posted on March 6, 2023February 27, 2024 By Govind No Comments on Software Architecture Performance

Software Architecture Performance, let’s talk about Performance in Software Architecture of an application. Performance is very critical component of any application as it is one of the major factor to determine the application’s efficiency. In this topic we will cover and learn about what exactly the performance is and how it plays a major role…

Read More “Software Architecture Performance” »

Architecture & Design

Recent Posts

  • Event-Driven Architecture in 2026: Kafka vs. Pulsar vs. Redpanda
  • Building a RAG Pipeline with Spring AI and pgvector (No Python Required)
  • Technical Debt vs. Feature Velocity: A Framework for Tech Leads (2026)
  • Testing Asynchronous Flows with Awaitility: The End of Flaky Tests
  • Migrating from Java 8/11 to Java 25: The Refactoring Checklist (2026 Edition)

Recent Comments

  1. Govind on Performance Principles of Software Architecture
  2. Gajanan Pise on Performance Principles of Software Architecture
Simplified Learning

Demystifying complex enterprise architecture for senior engineers. Practical guides on Java, Spring Boot, and Cloud Native systems.

Explore

  • Home
  • About Us
  • Author Profile: Govind
  • Contact Us

Legal

  • Privacy Policy
  • Terms and Conditions
  • Disclaimer
© 2026 Simplified Learning Blog. All rights reserved.
We use cookies to improve your experience and personalize ads. By continuing, you agree to our Privacy Policy and use of cookies.

Powered by PressBook Green WordPress theme