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RONI DASOct 17 · 7 min read

WhatsApp passed 30 million messages a second at the World Cup final. Meta's biggest lever was capacity that was already running.

On 19 July, Argentina and Spain played the World Cup final, and WhatsApp moved upwards of 30 million messages each second. On 15 October Meta's engineering blog explained how it got through the tourna

systemdesignacademy.hashnode.dev

Sarmeet SinghSep 29 · 47 min read

Do the Math First: Estimation for System Design, Explained Like You're New

The URL shortener interview had its most important moment in Step 2, and nothing was drawn. The interviewer said "100 million new URLs a month," and the whole design bent around what happened next: 10

blueprintsofscale.hashnode.dev

Manu ShuklaJul 19 · 14 min read

The 2026 AI compute crunch: a capacity-planning playbook for GPU and power limits

The 2026 AI compute crunch: a capacity-planning playbook for GPU and power limits Summary. Gartner expects power availability to operationally constrain 40% of existing AI data centers by 2027, with t

ecorpit.hashnode.dev

DavitJul 12 · 4 min read

Be On Time

Stop the Planning Lie: Why Your Jira Dashboard is Lying to You (and How to Fix It) If you’ve spent any time in a mid-to-large scale engineering organization, you’ve probably seen it: The Monday Mornin

beontime.hashnode.dev

binaditMay 4 · 5 min read

Overprovisioning vs right-sizing: choosing your cloud cost optimization approach

Strategic infrastructure sizing: navigating the cost vs reliability trade-off Cloud infrastructure decisions often boil down to a fundamental question: should you provision generous resources to ensure reliability, or optimize for cost efficiency thr...

binadit.hashnode.dev

Abstract AlgorithmsMar 9 · 14 min read

The Role of Data in Precise Capacity Estimations for System Design

TLDR: Capacity estimation is the skill of back-of-the-envelope math that tells you whether your system design will survive its traffic before you write a line of code. Four numbers do most of the work

abstractalgorithms.hashnode.dev

Rodrigue ChakodeJun 30, 2019 · 5 min read

Bringing Prometheus Metrics and Grafana Dashboard for Cost Allocation on Kubernetes Clusters

This story introduces a Prometheus Exporter along with a Grafana Dashboard intending to provide cost-oriented consolidated resource usage analytics for Kubernetes clusters. Those analytics actually aim at highlighting factual metrics to help organiza...

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