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Engineering

Logging & Observability Review

Review what a service logs and measures against the questions you'll ask at 3am during an outage — and fix the gaps before you need them.

Review observability for: {{service}} (what it does, current logging/metrics/alerts, recent incidents).

Work backwards from 3am questions: Is it down or slow? For whom? Since when? What changed? Which dependency? For each question — can current telemetry answer it in under 2 minutes? Then: logging gaps (missing context like request IDs, user IDs; noisy logs that bury signal), the 4 golden signals (latency, traffic, errors, saturation) — measured or not, alert quality (would each alert page someone who can act? any alert nobody trusts?), and the top 3 fixes ranked by incident-time value. Flag anything logging PII it shouldn't.

Fields like {{ this }} are placeholders — replace them with your own details, or let Aria ask you for them.

observability logging reliability

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