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 cross-service bottlenecks via waterfall views and...