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Newvick's blog

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Posts

Useful prompt for summarization

Messy reality of data modelling

AI Tutor Trap

When all you need is Success and Failure (Result Monad)

SimpleDB (Part 2): Memory Management

Python Concurrency: Threads, Processes, and asyncio Explained

SimpleDB (Part 1): File Manager

Evolution of RAG: Addressing the common problems of a simple RAG system

Combining vector and lexical search

What is software complexity?

Understanding Backpropagation

Debugging a tricky production error with rubber duck GPT

Generating creative images with Stable Diffusion

Why understanding B-trees will help you improve database performance

Intuitive guide to clustering using kmeans

Query polymorphic tables easier using a view

Simple steps to setup performance monitoring for PostgreSQL