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Neo Kim

Neo Kim

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System design educator; posts actionable breakdowns on scaling, load balancing, deployment, and platform/architecture strategy for leaders.

Scale to 1M Users: Simplicity Over Over‑Engineering
Social•Mar 12, 2026

Scale to 1M Users: Simplicity Over Over‑Engineering

If I had to scale an app from 0 to 1 million users, here's what I'd do (step by step): There are different ways to scale & this is just one of them. The best solution & numbers will depend on your needs. Keep it simple and avoid over-engineering. Remember, everything is a tradeoff. What else would you add?

By Neo Kim
LLMs: Smart Autocomplete Predicting Probabilities, Not Facts
Social•Mar 10, 2026

LLMs: Smart Autocomplete Predicting Probabilities, Not Facts

How LLM works explained in 2 mins or less: Large Language Models (LLMs) are like smart autocomplete. They make predictions based on the massive data they got trained on. It doesn't know facts, but predicts probabilities. Here's how it works:

By Neo Kim
Master System Design with 15 Essential Case Studies
Social•Feb 27, 2026

Master System Design with 15 Essential Case Studies

If you want to become good at system design, learn these 15 case studies (save this now):

By Neo Kim