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Week 6 was all about bringing CodeAtlas to life on the frontend. After stabilizing the backend and data pipelines last week, I finally started visualizing the data—turning raw Neo4j relationships into an interactive graph UI. This week had some satis...

Since the introduction of NextJS server-side components, an efficient pattern for handling data has been widely adopted in the industry. This pattern utilizes NextJS server-side components to fetch data and utilizes React Query to cache data and sync...

High-frequency billing systems sit at a difficult intersection: money, speed, and trust.Every request represents value. Every failure creates doubt. And every inconsistency compounds silently until it shows up as a financial mismatch, an audit issue,...

Executive Summary Flight plan systems are message-driven state machines, not simple CRUD applications.At large airspace scale, raw performance is rarely the limiting factor.Safety, correctness, and long-term durability determine whether the system re...

This is one of the most frequently asked interview questions. If you know about microservices, you understand their power. In this article, I will cover some points about when to use microservices, their benefits, and their disadvantages. If you want...
