performance optimization

How I Built a Confluence RAG Pipeline for WorkspaceGPT Without Breaking My Laptop

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How I Built a Confluence RAG Pipeline for WorkspaceGPT Without Breaking My Laptop

Hey there, fellow code wranglers! Recently, I embarked on a wild adventure to create a VS Code extension called WorkspaceGPT that uses a Retrieval-Augmented Generation (RAG) pipeline for Confluence. Spoiler alert: it didn’t involve sacrificing my laptop to the AI gods or downloading half the internet in dependencies. Today, I’m spilling the beans on how … Read more

The Ultimate Guide to LSM Tree: Boost Database Performance by 10x

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The Ultimate Guide to LSM Tree: Boost Database Performance by 10x

Introduction Hey there, fellow tech enthusiasts! After spending over a decade building and optimizing database systems, I’m excited to share my insights about one of the most fascinating data structures in modern computing – the Log-Structured Merge Tree (LSM Tree). What is an LSM Tree? 🤔 An LSM Tree is a data structure designed to … Read more

Distributed Caching Deep Dive: From Basics to Best Practices [Updated]

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Distributed Caching Deep Dive: From Basics to Best Practices [Updated]

Hey there, fellow tech enthusiasts! After spending over a decade building and scaling applications, I’ve learned that caching is like having a good coffee machine in the office – you don’t realize how essential it is until you’ve experienced life without it. Let’s dive into the world of distributed caching, a crucial component powering most … Read more