If you run high-traffic enterprise systems, zero-downtime deployments aren’t a luxury—they are a strict requirement. Engineering teams rely on rolling deployments to seamlessly shift traffic from Legacy (Version 1) to New (Version 2) without dropping a single user request. But what happens when Version 1 and
In the landscape of modern data engineering, developers often encounter a painful architectural crossroads. We begin our system designs using familiar, robust relational patterns. Our applications process high-concurrency checkouts, track real-time operational states, and handle user profile configurations seamlessly. This is the comfort zone of OLTP (Online Transaction
If you’ve been reading Martin Kleppmann’s Designing Data-Intensive Applications (specifically Chapter 4 on Storage and Retrieval), it’s easy to treat storage engines as flawless abstractions. We write a clean SQL query or throw a JSON document at an API, assuming the database will magically take care
Attention Is All You Need
Explore 'Attention Is All You Need,' the groundbreaking paper that introduced the Transformer model, revolutionizing deep learning and NLP.
Ragas
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