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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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Salary Negotiation for Software Engineers: A Practical Guide
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Salary Negotiation for Software Engineers: A Practical Guide

Navigating salary negotiations can be daunting for software engineers. This guide offers practical insights and strategies tailored for mid to senior engineers, helping you secure the compensation you deserve in today's competitive tech landscape.

31 July 202610 min read
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The Next Generation of Programming Languages: What's Coming
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The Next Generation of Programming Languages: What's Coming

As we step into 2025, the landscape of programming languages is evolving rapidly. This post explores the emerging languages poised to redefine software development, their real-world applications, and how they impact system design and engineering practices.

31 July 202612 min read
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MySQL 8.0 Window Functions: Practical Real-World Examples
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MySQL 8.0 Window Functions: Practical Real-World Examples

Discover how MySQL 8.0 window functions can transform your data processing tasks with practical, real-world examples. Learn how to leverage these powerful tools in production systems, understand their benefits and limitations, and explore best practices for implementation.

31 July 202612 min read
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The Business Behind Open Source: How Companies Fund OSS
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The Business Behind Open Source: How Companies Fund OSS

Open Source Software (OSS) is a cornerstone of modern software development, but how do companies fund these projects? This post explores the business models behind OSS, offering insights into real-world implementations and future trends.

31 July 202612 min read
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HTTPS Is Not Enough: What TLS Actually Protects You From
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HTTPS Is Not Enough: What TLS Actually Protects You From

In the evolving landscape of cybersecurity, relying solely on HTTPS is no longer sufficient. This post delves into the intricacies of TLS, exploring what it truly safeguards against and how it fits into modern system architectures.

31 July 202612 min read
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LLM Prompt Caching: Reducing Latency and Cost in AI Systems
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LLM Prompt Caching: Reducing Latency and Cost in AI Systems

Discover how LLM prompt caching can significantly reduce latency and costs in AI systems. Explore real-world use cases, architecture patterns, and best practices for implementing this approach in production environments.

30 July 202610 min read
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The Evolving Role of the Software Architect in an AI-First World
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The Evolving Role of the Software Architect in an AI-First World

As AI technologies become integral to software systems, the role of the software architect is transforming. This post explores how architects are adapting to AI-first strategies, the challenges they face, and best practices for designing AI-driven architectures.

30 July 202612 min read
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The Principal Engineer Path: Beyond Staff and Senior
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The Principal Engineer Path: Beyond Staff and Senior

Explore the journey to becoming a Principal Engineer, a role that transcends traditional senior and staff positions. Discover why this path is crucial in 2025–2026, with insights into real-world applications, challenges, and best practices.

30 July 202612 min read
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AWS S3 Design Patterns for Application Developers
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AWS S3 Design Patterns for Application Developers

Discover how AWS S3 design patterns can revolutionize your cloud-based applications. From optimizing storage costs to enhancing data retrieval, learn practical strategies and real-world insights for leveraging S3 in modern software architectures.

30 July 202612 min read
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Machine Learning in Production: MLOps Best Practices
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Machine Learning in Production: MLOps Best Practices

Discover the best practices for deploying machine learning models in production environments. Learn how MLOps bridges the gap between data science and operations, ensuring robust, scalable, and efficient AI systems.

30 July 202612 min read
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AWS SQS vs SNS vs EventBridge: Messaging Services Explained
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AWS SQS vs SNS vs EventBridge: Messaging Services Explained

In the evolving landscape of cloud computing, understanding AWS's messaging services—SQS, SNS, and EventBridge—is crucial for building scalable and resilient systems. This post dives deep into their differences, use cases, and best practices for 2025 and beyond.

29 July 202612 min read
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Mentoring Junior Engineers: What Actually Works
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Mentoring Junior Engineers: What Actually Works

Mentoring junior engineers is crucial in today's fast-paced tech landscape. This blog explores effective strategies, real-world examples, and best practices for mentoring, ensuring both personal and professional growth for junior engineers and their mentors.

29 July 20268 min read
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