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Blog

Notes from the Quillmetric team

How we build and operate a large-scale observability platform — and what breaks along the way.

Engineering

Tail-based sampling in production

Keep the traces that matter and drop the boring ones — how we cut trace storage by 90% without losing a single errored request.

March 12, 2024 · 8 min read

Engineering

Taming metric cardinality

A label per user_id feels harmless until it isn't. A practical guide to high-cardinality metrics that won't blow up your bill.

February 27, 2024 · 6 min read

Incident

Postmortem: the eu-central rebalance

A 34-minute latency spike, one very hot shard, and the dashboard that told us exactly where to look.

January 18, 2024 · 5 min read

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