Monitoring Dashboard

The monitoring dashboard surfaces production behaviour at a glance: the rate of flagged hallucinations, attack vulnerability over time, latency percentiles, and human review volume.

Run the dashboard

$aiguard monitor --host 0.0.0.0 --port 8080

The bundled React UI is served from the same process and is available on http://localhost:3000 in dev mode.

KPI cards

Hallucination rate

8.4%

-0.6pp

Attack vulnerability

2.1%

+0.1pp

p95 latency

978ms

-32ms

Review queue

14

+3

Hallucination rate over time

Latency percentiles

Human review volume

System health

The /health endpoint reports queue depth, last batch run, and storage backend status. Wire it into your existing uptime monitoring.