The Observability Trap
When a product is early in its lifecycle, observability is often an afterthought. A simple dashboard and basic error tracking are usually enough. However, as scale increases, the volume of telemetry data explodes, often leads to what we call the 'Observability Trap'—where teams spend more time managing monitoring tools than building features.
Design-First Approach
To avoid this, we recommend a 'Design-First' approach to observability, where telemetry is treated as a core product requirement rather than a side effect of infrastructure.
Layered Telemetry: Beyond the Basics
Effective observability requires a layered approach across the entire stack. Instead of collecting every metric possible, focus on the 'Golden Signals' that truly reflect system health and user experience.
Intelligent Alerting
"A healthy alerting system is quiet by default. If the pager goes off, it should mean there is a clear impact on the customer that requires human intervention."