OOP Fundamentals for AI Applications
Why Your AI Code Needs Better Structure
Oct 25, 202514 min read2

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Articles tagged with #system-design
Why Your AI Code Needs Better Structure

We finally got our threads back. Now let’s not burn the world down with them.

The Illusion of Simplicity

You’ve split the write and read paths. Your source-of-truth database is lean, consistent, and focused only on capturing the ground truth.But users don’t want ground truth — they want answers. Fast. “Show me my leaderboard rank.” “Find all invoices ...

Where the System Actually Begins

By now, we’ve covered why CQRS exists.We split the system because one DB couldn’t serve two masters — and that split gave reads and writes the space to do what they’re good at. But that split came with a new responsibility: 👉 How do you keep those t...
