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Observability, SLOs & Reliability / 13
mediumNewAmazon & AWSFlipkartJPMorgan Chase

Follow one log line from the application into Elasticsearch and onto the Kibana screen. Where does this path break at scale?

The data-path question separates people who have sized a cluster from people who installed one. Shard sizing, refresh versus flush, and each ILM phase carry one specific failure mode apiece.

Updated Sep 2026 · Grounded in researched DevOps, SRE and platform engineering interview loops, written to a senior-engineer editorial bar, and never padded to hit a word count.

The data-path question separates people who have sized a cluster from people who installed one. Shard sizing, refresh versus flush, and each ILM phase carry one specific failure mode apiece.

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