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techMEDIUM2026-04-20 11:27 UTC

How to Use APM Tools Effectively

TL;DR APM = metrics + traces + logs — Use all three together. Auto-instrument first — Agents cover HTTP, DB, queues. Add custom tags (order_id, customer_tier) for business context. Use percentiles, not averages — p95/p99 reveal slow users. Averages hide problems. Distributed tracing — Shows cros

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