API Monitoring Dashboard
Your services, your SLAs, one screen.
What changes when you build this
The gaps you're living with today,
and what this tool fixes.
Problems
- Endpoint health is spread across 3+ tools — observability platform, incident tracker, deployment log — and none share the same timeline
- On-call handoffs start with 20 minutes of "which dashboard am I supposed to look at?"
- P95 latency spikes go unnoticed until a customer reports them because alert thresholds live in a different system than the status page
- Postmortems take a full week to assemble because event history is scattered across Slack threads, PagerDuty, and deploy logs
- Nobody knows which service owner to escalate to because ownership metadata is buried in a wiki page last updated six months ago
Solutions
- One dashboard shows every endpoint's status, latency, and error rate from a single data source — no tab switching during incidents
- On-call handoffs start with a real-time board instead of asking "what happened in the last hour?"
- Latency and error rate thresholds trigger alerts from the same view where status is tracked, so nothing slips through the cracks
- Every state change, alert, and deployment is logged on a shared timeline — postmortem evidence is ready the moment the incident closes
- Service ownership is a first-class field on every endpoint record, visible to everyone, updated in one place
What the data model looks like
Refine generates this table structure from your
prompt. Edit columns, types, and relationships after.
100%
Mistakes to avoid
These are the failure patterns teams hit most often
when building this.
Alert fatigue from noisy thresholdsFix: Start with wide thresholds and tighten based on real incident data — not guesses. Review and prune alerts monthly.
Alert fatigue from noisy thresholds
Fix:Start with wide thresholds and tighten based on real incident data — not guesses. Review and prune alerts monthly.
No escalation owner on recordFix: Make service owner a required field on every endpoint. Block status changes to 'Critical' unless an owner is assigned.
No escalation owner on record
Fix:Make service owner a required field on every endpoint. Block status changes to 'Critical' unless an owner is assigned.
Deployment context missing from incidentsFix: Join your deployment log to the endpoint table so every incident row shows the last deploy commit and timestamp.
Deployment context missing from incidents
Fix:Join your deployment log to the endpoint table so every incident row shows the last deploy commit and timestamp.
Stale status after recoveryFix: Auto-resolve status badges when error rate drops below threshold for 10+ minutes — don't rely on manual updates.
Stale status after recovery
Fix:Auto-resolve status badges when error rate drops below threshold for 10+ minutes — don't rely on manual updates.
Postmortem data scattered across toolsFix: Log every state change, alert, and deploy event on a single timeline per endpoint so postmortem evidence is already assembled.
Postmortem data scattered across tools
Fix:Log every state change, alert, and deploy event on a single timeline per endpoint so postmortem evidence is already assembled.