See one at work.
Here's a support engineer employee that noticed a problem nobody assigned it.
Every run is inspectable. You see exactly what it looked at, what it concluded, and why — not a black box, a teammate that shows its reasoning.
No one asked it to look. It watches your stack the way a teammate would. At 2am, revenue dips in Stripe. It notices.
It connects the dots across tools. It checks PostHog and sees activation dropping in the same window. It pulls Sentry and finds a spike of webhook timeouts. Three tools, one story — the kind of correlation you'd normally be doing yourself.
It finds the root cause. A Stripe webhook is timing out, so new signups never get marked active. Not a symptom. The actual cause.
It does something about it. It files a Linear ticket with the full trace, the affected users, and the fix it recommends — assigned to the right engineer, waiting for you in the morning.
You wake up to the answer, not the alert. No dashboard-hopping. No 2am. Just the outcome, with every step shown so you can check its work.