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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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Service Mesh Observability: What You Can and Cannot See
Microservicesmicroservicesservice-mesh

Service Mesh Observability: What You Can and Cannot See

In the evolving landscape of microservices, service mesh observability has become crucial for maintaining system health and performance. This post explores what service mesh observability offers, its limitations, and how it impacts system design.

27 June 202610 min read
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The 10x Engineer Myth: What Actually Makes Engineers Productive at Scale
Careersoftware-engineeringproductivity

The 10x Engineer Myth: What Actually Makes Engineers Productive at Scale

The myth of the "10x engineer" has long captivated the tech industry, but what truly drives productivity at scale? This post explores the real factors that enhance engineering efficiency, from system design to collaboration, debunking myths along the way.

27 June 202612 min read
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How to Make Your First Open Source Contribution (Even as a Beginner)
Open Sourceopen-sourcesoftware-development

How to Make Your First Open Source Contribution (Even as a Beginner)

Open source contributions can be daunting for beginners, but they offer invaluable experience and growth. This guide provides practical steps and insights for engineers looking to make their first contribution, with real-world examples and best practices.

27 June 202612 min read
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Mastering the Art of Engineering Meetings: A Guide for Software Engineers
Communicationengineering-meetingssoftware-development

Mastering the Art of Engineering Meetings: A Guide for Software Engineers

Engineering meetings can make or break a project's success. Learn how to run effective meetings that drive results, foster collaboration, and enhance productivity in the fast-paced world of software development.

26 June 202610 min read
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How to Validate Your Solution Before Writing Code
Problem Solvingsoftware-developmentsystem-design

How to Validate Your Solution Before Writing Code

In the fast-paced world of software development, validating your solution before writing code is crucial. This blog explores practical strategies, real-world examples, and best practices to ensure your design is robust and efficient before you start coding.

26 June 202610 min read
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Kafka Offset Management: At-Least-Once vs At-Most-Once
Microserviceskafkamicroservices

Kafka Offset Management: At-Least-Once vs At-Most-Once

Navigating Kafka offset management is crucial for building reliable microservices. This post explores the trade-offs between at-least-once and at-most-once delivery, offering insights into real-world applications and best practices for 2025 and beyond.

26 June 202612 min read
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IDE Productivity: Keyboard Shortcuts and Plugins That Actually Help
Productivityproductivitysoftware-development

IDE Productivity: Keyboard Shortcuts and Plugins That Actually Help

Discover how mastering keyboard shortcuts and leveraging the right plugins can significantly boost your productivity as a software engineer. This guide dives into practical tips, real-world use cases, and best practices for enhancing your development workflow in 2025 and beyond.

26 June 202610 min read
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Database Observability: Query Performance Monitoring in the Modern Era
Databasesdatabasesobservability

Database Observability: Query Performance Monitoring in the Modern Era

In today's data-driven world, database observability and query performance monitoring are crucial for maintaining efficient systems. This post explores why these practices matter now, delves into real-world use cases, and offers best practices for engineers navigating the complexities of modern databases.

26 June 202610 min read
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PostgreSQL Connection Management Best Practices for Modern Applications
Databasespostgresqldatabases

PostgreSQL Connection Management Best Practices for Modern Applications

Efficient PostgreSQL connection management is crucial for building scalable and reliable applications. This post explores best practices, common pitfalls, and real-world strategies for managing database connections in 2025–2026.

25 June 202612 min read
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Zero Trust Architecture: What It Means for Application Developers
Securitysecurityzero-trust

Zero Trust Architecture: What It Means for Application Developers

As cyber threats evolve, Zero Trust Architecture (ZTA) has emerged as a critical paradigm for securing applications. This blog explores what ZTA means for developers, its impact on system design, and best practices for implementation.

25 June 202612 min read
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How to Manage Your Energy, Not Just Your Time: A Guide for Software Engineers
Productivityproductivitysoftware-engineering

How to Manage Your Energy, Not Just Your Time: A Guide for Software Engineers

In the fast-paced world of software engineering, managing your energy is as crucial as managing your time. Discover strategies to optimize your productivity by focusing on energy management, with insights tailored for backend engineers, system designers, and DevOps professionals.

25 June 20268 min read
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LLM Cost Optimization: Caching, Batching, and Model Selection
AI Engineeringai-engineeringcost-optimization

LLM Cost Optimization: Caching, Batching, and Model Selection

As AI models become integral to modern applications, optimizing their cost is crucial. This post explores strategies like caching, batching, and model selection to reduce expenses while maintaining performance. Learn how to implement these techniques effectively in your systems.

25 June 202612 min read
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