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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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Kubernetes Cost Optimization: Rightsizing and Spot Instances
DevOpskubernetesdevops

Kubernetes Cost Optimization: Rightsizing and Spot Instances

Discover how Kubernetes cost optimization through rightsizing and spot instances can significantly reduce cloud expenses. Learn practical strategies, real-world use cases, and best practices to implement these techniques effectively in your production systems.

19 August 202610 min read
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Event Store vs Traditional Database for Event Sourcing: A 2025 Perspective
Databasesevent-sourcingdatabases

Event Store vs Traditional Database for Event Sourcing: A 2025 Perspective

As event-driven architectures gain traction, understanding the nuances between event stores and traditional databases for event sourcing is crucial. This post explores their differences, real-world applications, and best practices for modern software systems.

19 August 202612 min read
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Deploying LLMs: vLLM, Ollama, and Self-Hosting Strategies
AI Engineeringai-engineeringllm

Deploying LLMs: vLLM, Ollama, and Self-Hosting Strategies

Explore the intricacies of deploying large language models (LLMs) with vLLM, Ollama, and self-hosting strategies. This guide delves into real-world use cases, architecture patterns, and best practices for engineers navigating the evolving landscape of AI deployment.

19 August 202612 min read
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CI/CD Pipeline Design: Principles That Scale with Your Team
DevOpsdevopsci-cd

CI/CD Pipeline Design: Principles That Scale with Your Team

In the fast-paced world of software development, a well-designed CI/CD pipeline is crucial for scaling teams and delivering quality software. This post explores principles, real-world use cases, and best practices for building scalable CI/CD pipelines in 2025 and beyond.

19 August 202610 min read
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Vitess: MySQL Sharding for Massive Scale
Databasesdatabasesmysql

Vitess: MySQL Sharding for Massive Scale

Discover how Vitess enables MySQL sharding to achieve massive scale in modern applications. Learn about its architecture, real-world use cases, and best practices for implementation in 2025 and beyond.

19 August 202612 min read
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How to Think About Distributed System Problems
Problem Solvingdistributed-systemsmicroservices

How to Think About Distributed System Problems

Distributed systems are the backbone of modern applications, but they come with unique challenges. This blog post explores how to effectively tackle distributed system problems, offering insights, real-world examples, and best practices for engineers navigating this complex landscape.

18 August 202612 min read
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AI in Database Query Optimization: Natural Language to SQL
AI Engineeringai-engineeringdatabase

AI in Database Query Optimization: Natural Language to SQL

Discover how AI is revolutionizing database query optimization by translating natural language into SQL. Explore real-world applications, architecture patterns, and the impact on system design, while understanding the pros, cons, and best practices for implementing this cutting-edge technology.

18 August 202612 min read
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Implementing Role-Based Access Control in Spring Boot: A Comprehensive Guide
Securityspring-bootsecurity

Implementing Role-Based Access Control in Spring Boot: A Comprehensive Guide

Discover how to implement Role-Based Access Control (RBAC) in Spring Boot applications. This guide explores the importance of RBAC in modern software development, provides practical examples, and discusses real-world use cases, challenges, and best practices for secure and scalable systems.

18 August 202612 min read
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Open Source as a Learning Strategy: Reading Production Code
Open Sourceopen-sourcesoftware-development

Open Source as a Learning Strategy: Reading Production Code

Discover how reading open-source production code can be a powerful learning strategy for software engineers. Explore real-world insights, architecture patterns, and best practices to enhance your skills and stay ahead in the evolving tech landscape.

18 August 202615 min read
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Active Listening for Engineers: Understanding Before Responding
Communicationcommunicationsoftware-engineering

Active Listening for Engineers: Understanding Before Responding

In the fast-paced world of software engineering, active listening is a crucial skill that can enhance collaboration and innovation. This blog explores why understanding before responding is vital for engineers, offering practical insights and real-world examples.

18 August 202612 min read
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The Rise of AI-Augmented Development: What Changes for Engineers
AI Engineeringai-engineeringsoftware-development

The Rise of AI-Augmented Development: What Changes for Engineers

AI-augmented development is transforming the software engineering landscape, offering new tools and methodologies that enhance productivity and innovation. This blog explores the implications for engineers, including real-world use cases, challenges, and best practices in the context of 2025–2026.

17 August 202612 min read
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Mastering the Art of Summarizing Complex Problems in Three Sentences
Communicationcommunicationsoftware-engineering

Mastering the Art of Summarizing Complex Problems in Three Sentences

In the fast-paced world of software engineering, the ability to distill complex problems into concise summaries is invaluable. Learn how to effectively communicate intricate issues with clarity and precision, enhancing collaboration and decision-making.

17 August 202610 min read
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