Practical articles on Java, microservices, system design, AI engineering, and the future of software development. No fluff — only production-tested insights.
Migrating from Python 3.8 to 3.12 can unlock performance improvements and new features, but it requires careful planning. This playbook provides a step-by-step guide to ensure a smooth transition, highlighting real-world use cases, common pitfalls, and strategic trade-offs.
Abstraction is the skill that distinguishes senior engineers from their junior counterparts. This post explores how to think in abstractions, offering practical steps, real-world use cases, and insights into common pitfalls and trade-offs.
Learn how to implement zero-downtime schema changes in your database migrations. This post covers practical strategies, real-world use cases, and common pitfalls to avoid, ensuring your applications remain available and performant during updates.
PostgreSQL's EXPLAIN ANALYZE is a powerful tool for understanding and optimizing query performance. This post guides you through reading query plans, identifying bottlenecks, and making informed decisions to enhance database efficiency.
How to Report a Good Bug on GitHub
Discover how to efficiently manage Kubernetes logs from pod to dashboard. This post covers the architecture, real-world use cases, common pitfalls, and trade-offs, providing actionable insights for mid to senior engineers.
In software development, relentless optimization can lead to diminishing returns. Learn when to stop optimizing and embrace the "good enough" approach to balance performance with resource efficiency, ensuring sustainable and maintainable systems.
Learn how to elevate your open-source project to GitHub Trending with practical steps and real-world insights.
Discover how to build efficient data pipelines in the cloud using AWS Glue and GCP Dataflow. This post explores real-world use cases, common pitfalls, and trade-offs, providing actionable insights for engineers working with cloud-based data processing.
Discover how to leverage AWS API Gateway to build scalable APIs. This post explores practical patterns, real-world use cases, and common pitfalls, providing actionable insights for engineers working with cloud-based architectures.
Tackling unfamiliar problems is a crucial skill for software engineers. This guide provides a structured approach to problem-solving, offering real-world insights and practical steps to help engineers navigate new challenges effectively.
Discover how the Feynman Technique can transform your understanding of complex engineering concepts. This method, rooted in simplicity and clarity, is a powerful tool for software engineers dealing with intricate systems and architectures.