geeknight.in - Geek Night Chennai - Oct 2024

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Resources: 🖥 Slides • 💻 Code

Our key learnings over the years have been Approximate stats now > Accurate stats tomorrow Our metrics were just aggregates (counts / uniques) with rollups Existing open source systems were more for system monitoring than business metrics Model aggregates as Commutative Monoids using Algebird's typeclasses.