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Big fan of your work and book. I've been reading your blogs regularly.

One request: Can you please also add the sources for the content. It would be helpful to explore that in detail.

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Thank you. That's a great suggestion.

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Fyi, I love your content in general, but this twitter design article misses the use case/functional breakdown part, which is the thing I love the most about your content (like your book).

Context: I am a product manager and I read your book to understand how to do function/api/system design based on high-level product solution (e.g. eCommerce payment -> pay in and pay out). There are a lot of internet articles like this twitter article (which feels like architecting) but there are very few article about functional design (or at least I don't know how to find them, searching by keywords is quite futile)

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Thank you for the feedback. The architecture is from a Twitter tech talk given in 2013. https://www.infoq.com/presentations/Twitter-Timeline-Scalability/

There were 3 main challenges while scaling Twitter timeline back then:

> 150M world wide active users

-> 300k QPS for timelines

-> naive timeline "materialization" can be slow

The tech talk is very good but it is 40-min long. I have to cut out many details to fit in a 5-min read. To gain more context, please check the video mentioned earlier.

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