DEV Community

ayka.code
ayka.code

Posted on

📐👷🏻‍♂️🏛️ | A quick architecture challenge for you - Rate-limiting

Hi there,

I just shared a new visual lesson on X, and I thought you'd enjoy it.

It's a simple architecture challenge:

You're building an LLM generation API.

Which rate-limiting algorithm would you choose?

Token Bucket?

Sliding Window Counter?

The first image presents a real-world scenario and lets you think through the problem on your own. The second image walks through the reasoning, explains how both algorithms work, and shows when each one is the better choice in production.

If you enjoy learning through visual diagrams instead of long articles, I think you'll like this one.

Check out the post here 👇

📐👷🏻‍♂️🏛️ | A quick architecture challenge for you - Rate-limiting

If you're not following me on X yet, consider following me there. I regularly share practical backend architecture, system design, Node.js, DevOps, security, and distributed systems content that doesn't always make it into my courses or emails.

Thanks for being part of this community, and I'd love to know which algorithm you picked before seeing the answer.

Top comments (0)