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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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How to Read Documentation Faster Without Missing What Matters
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How to Read Documentation Faster Without Missing What Matters

In the fast-paced world of software engineering, efficiently reading documentation is crucial. This guide offers practical strategies for mid to senior engineers to quickly extract essential information without missing critical details, enhancing productivity and system design capabilities.

29 July 202610 min read
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The Architecture Interview: How to Think Like a Principal Engineer
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The Architecture Interview: How to Think Like a Principal Engineer

Discover how to approach architecture interviews with the mindset of a Principal Engineer. Learn to navigate complex system designs, make informed trade-offs, and avoid common pitfalls in the evolving tech landscape of 2025–2026.

28 July 202612 min read
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Building Knowledge Graphs for AI Applications: A Deep Dive for Engineers
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Building Knowledge Graphs for AI Applications: A Deep Dive for Engineers

Explore the intricacies of building knowledge graphs for AI applications. This post delves into real-world use cases, architecture patterns, and best practices, offering insights for engineers looking to leverage this powerful tool in 2025 and beyond.

28 July 202615 min read
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Remote Work for Software Engineers: Making It Actually Work
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Remote Work for Software Engineers: Making It Actually Work

Remote work has become a staple in the software engineering industry, but making it truly effective requires more than just a laptop and an internet connection. Dive into the strategies, challenges, and best practices for thriving in a remote work environment as a software engineer.

28 July 202612 min read
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Navigating Disagreements in Architecture Discussions: A Guide for Engineers
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Navigating Disagreements in Architecture Discussions: A Guide for Engineers

Architecture discussions can be contentious, but handling disagreements effectively is crucial for building robust systems. This guide explores strategies for navigating these discussions, offering insights into real-world practices and future trends in software architecture.

28 July 202612 min read
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Occam's Razor in Engineering: Prefer Simple Solutions
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Occam's Razor in Engineering: Prefer Simple Solutions

In the fast-paced world of software engineering, simplicity is often the key to success. This blog explores how Occam's Razor can guide engineers in choosing straightforward solutions, with real-world examples and best practices for modern system design.

28 July 202610 min read
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AWS Lambda Cold Starts: Root Causes and Solutions
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AWS Lambda Cold Starts: Root Causes and Solutions

AWS Lambda cold starts can impact application performance, especially in latency-sensitive environments. This blog post explores the root causes of cold starts, real-world use cases, and best practices to mitigate their effects in 2025–2026.

27 July 202612 min read
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How Companies Like Google and Meta Approach Open Source Strategy
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How Companies Like Google and Meta Approach Open Source Strategy

Discover how tech giants like Google and Meta leverage open source strategies to drive innovation and collaboration. Explore real-world examples, architecture patterns, and best practices that can transform your software development approach.

27 July 202612 min read
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Serverless Databases: PlanetScale, Neon, and Turso in Production
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Serverless Databases: PlanetScale, Neon, and Turso in Production

Explore the cutting-edge world of serverless databases with PlanetScale, Neon, and Turso. Discover how these technologies are reshaping cloud architectures, their real-world applications, and the trade-offs engineers face when implementing them in production systems.

27 July 202612 min read
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Man-in-the-Middle Attacks: How They Work and How to Prevent Them
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Man-in-the-Middle Attacks: How They Work and How to Prevent Them

Man-in-the-Middle (MitM) attacks pose a significant threat to modern software systems, especially in the era of microservices and cloud computing. This post explores how these attacks work, their implications, and effective strategies to prevent them.

27 July 202610 min read
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LLM Context Windows: Managing Long Conversations Effectively
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LLM Context Windows: Managing Long Conversations Effectively

As AI-driven applications become more conversational, managing long interactions efficiently is crucial. This post explores the concept of LLM context windows, their importance in 2025-2026, and how to implement them effectively in production systems.

27 July 202612 min read
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The N+1 Query Problem: Detection and Solutions in Production
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The N+1 Query Problem: Detection and Solutions in Production

Discover how the N+1 query problem can cripple your database performance and learn effective strategies to detect and resolve it in production environments. This guide offers practical insights, real-world examples, and best practices for modern software systems.

26 July 202612 min read
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