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README.md

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![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue)
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> **"Show, Don't Just Tell."**
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> A personal collection of verifiable, code-first System Design patterns.
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> A personal collection of verifiable, code-first System Design patterns in Python.
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> Simulate Distributed Systems, Scalability, and Real-World Architectures for Backend Engineering.
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Most System Design resources are static diagrams. This repository aims to make these concepts **executable** to understand how they actually work under the hood.
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I built this to educate myself on **Race Conditions**, **Database Sharding**, **Consistent Hashing**, and **Distributed Transactions** by simulating them in Python.

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