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Code Architecture and Design Patterns in Modern Web Development Abstract This technical analysis explores architectural patterns and design principles in contemporary web frameworks, examining how different approaches to code organization, middleware systems, and error handling contribute to maintainable and scalable applications. Introduction Modern web development requires careful consideration of architectural patterns, code organization, and design…

As a third-year computer science student, my curiosity constantly pushes me to explore new technologies. Through numerous coding and deployment experiences, I’ve come to appreciate that beyond performance and elegant design, security and reliability are paramount for any software system. In an era marked by frequent data breaches and evolving cyber-attacks, constructing robust digital defenses…

TL;DR Traceloop auto-instruments your LangChain RAG pipeline, exports spans via OpenTelemetry, and ships ready-made Grafana dashboards. Turn on the built-in Faithfulness and QA Relevancy monitors in the Traceloop UI, import the dashboards, and set a simple alert (e.g., > 5 % flagged spans in 5 min) to catch and reduce hallucinations in production, no custom…

Google’s new Gemini 2.5 Flash-Lite model is its fastest and most cost-efficient The model is for tasks that don’t require much processing, like translation and data organization The new model is in preview, while Gemini 2.5 Flash and Pro are now generally available AI chatbots can respond at a pretty rapid clip at this point,…

Level Up Your Python APIs with FastAPI Ever felt like building APIs was more complex than it needed to be? You’re not alone! Many developers find themselves wrestling with boilerplate code and confusing configurations. FastAPI swoops in as a modern, high-performance web framework for building APIs with Python 3.7+ that’s actually fun to use. This…

As a third-year student deeply passionate about computer science, I am often amazed by the captivating “real-time” nature of modern internet applications. Whether it’s the split-second delivery of messages in instant messaging software, the seamless synchronization of multi-person editing in online collaborative documents, or the millisecond-level data refresh on financial trading platforms, these seemingly ordinary…

It’s not been a great week for calm beachside bathing: on Monday I was writing about all four Jaws movies coming to a streaming device near you, and now Netflix’s new critical hit The Survivors will make you wary of what might wash up. The six-part series has become one of the best Netflix shows…