Observability Practical By Samson Tanimawo, PhD Published Mar 21, 2026 4 min read

The On-Call Context-Loading Pattern

When on-call inherits an issue mid-shift, they need context fast. The pattern that loads it in 60 seconds.

The context dashboard

Active incidents (from the incident tool). Recent deploys (from the deploy tool). Open alerts (from the alerting platform).

One screen; auto-refreshing. The on-call sees it on shift start and during incidents.

The flow

30 seconds: what is on fire. 30 seconds: what changed recently.

Total: 60 seconds to be situationally aware. Beats reading Slack scrollback.

Share with team

The dashboard is the same one stakeholders see during incidents.

Single source of truth eliminates 'wait, which dashboard?'