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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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Why Every Engineer Will Need to Understand AI Systems
Future of Engineeringaisoftware-engineering

Why Every Engineer Will Need to Understand AI Systems

As AI systems become integral to modern software development, understanding their intricacies is no longer optional for engineers. This post explores why AI knowledge is crucial, delves into real-world applications, and offers insights into integrating AI into existing systems.

29 June 202610 min read
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Write-Heavy Workloads: LSM Trees and SSTables Explained
Databasesdatabasessystem-design

Write-Heavy Workloads: LSM Trees and SSTables Explained

Explore the intricacies of LSM Trees and SSTables, two pivotal data structures for handling write-heavy workloads in modern databases. Understand their real-world applications, benefits, and challenges in the context of 2025–2026.

29 June 202612 min read
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The 5 Whys Technique Applied to Software Bugs: A Deep Dive into Root Cause Analysis
Problem Solvingsoftware-bugsproblem-solving

The 5 Whys Technique Applied to Software Bugs: A Deep Dive into Root Cause Analysis

Discover how the 5 Whys technique can transform your approach to debugging software issues. Learn practical applications, real-world examples, and best practices to enhance your problem-solving skills in modern software development.

29 June 202612 min read
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The Pyramid Principle: Structuring Technical Arguments That Persuade
Communicationcommunicationsystem-design

The Pyramid Principle: Structuring Technical Arguments That Persuade

Discover how the Pyramid Principle can transform your technical communication. Learn to structure arguments that persuade stakeholders, enhance system design discussions, and improve your impact in technical interviews.

29 June 202612 min read
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The Impact of Open Source on Indian Software Engineering Careers
Open Sourceopen-sourcesoftware-engineering

The Impact of Open Source on Indian Software Engineering Careers

Open source has revolutionized the Indian software engineering landscape, offering unprecedented opportunities for growth and innovation. Discover how this movement is shaping careers, influencing system design, and redefining industry standards in 2025 and beyond.

29 June 202610 min read
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The Engineering Manager Path: Is It Right for You?
Careerengineering-managementcareer-path

The Engineering Manager Path: Is It Right for You?

Transitioning from a software engineer to an engineering manager is a significant career decision. This post explores the nuances of this path, offering insights into the challenges, benefits, and real-world implications for system design and team dynamics.

28 June 202612 min read
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How to Secure Environment Variables and Config Files in Modern Software Development
Securitysecuritycloud

How to Secure Environment Variables and Config Files in Modern Software Development

In today's cloud-native world, securing environment variables and configuration files is crucial for protecting sensitive data. This blog explores best practices, real-world use cases, and common pitfalls to avoid, ensuring your systems remain robust and secure.

28 June 202612 min read
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How to Ace Behavioral Interviews at Top Tech Companies
Careercareerbehavioral-interviews

How to Ace Behavioral Interviews at Top Tech Companies

Behavioral interviews are crucial for landing a job at top tech companies. This guide provides mid to senior software engineers with practical strategies, real-world insights, and best practices to excel in these interviews, focusing on the 2025–2026 context.

28 June 202612 min read
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Kubernetes Jobs and CronJobs: Batch Processing Patterns for Modern DevOps
DevOpskubernetesdevops

Kubernetes Jobs and CronJobs: Batch Processing Patterns for Modern DevOps

Explore the intricacies of Kubernetes Jobs and CronJobs, essential tools for batch processing in modern DevOps. Learn how these patterns fit into today's cloud-native architectures, their real-world applications, and best practices for implementation.

28 June 202612 min read
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First Principles Thinking: How the Best Engineers Break Down Any Problem
Problem Solvingproblem-solvingsystem-design

First Principles Thinking: How the Best Engineers Break Down Any Problem

Discover how first principles thinking empowers engineers to deconstruct complex problems into fundamental truths, enabling innovative solutions. Learn how this approach is reshaping software development in 2025 and beyond, with real-world examples and best practices.

28 June 202612 min read
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Multi-Cloud Architecture: Benefits, Pitfalls, and Reality Check
Cloudcloudsystem-design

Multi-Cloud Architecture: Benefits, Pitfalls, and Reality Check

Explore the intricacies of multi-cloud architecture, its benefits, potential pitfalls, and real-world applications. Learn from industry insights and discover best practices for implementing a robust multi-cloud strategy in today's rapidly evolving tech landscape.

27 June 202612 min read
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Session Management Security: Cookies, Tokens, and Pitfalls
Securitysecuritysession-management

Session Management Security: Cookies, Tokens, and Pitfalls

In the evolving landscape of web security, session management remains a critical concern. This post delves into the intricacies of cookies and tokens, exploring their roles, challenges, and best practices in securing modern applications.

27 June 202612 min read
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