Error capture
Sentry
Collect runtime exceptions, stack traces, release regressions, and user-impacting failures.
Best when you need to know what broke before users or support tell you.
Operational visibility
A monitoring stack for AI products that need crash visibility, uptime checks, request logs, and a clear view of AI operating cost.
Recommended layers
Error capture
Collect runtime exceptions, stack traces, release regressions, and user-impacting failures.
Best when you need to know what broke before users or support tell you.
Logs and uptime
Centralize logs, incident timelines, and operational traces with enough detail to debug fast.
Best once the app has real traffic and support cost starts to matter.
Baseline visibility
Keep a cheap signal for uptime, request health, and edge-level visibility.
Best as a baseline layer even before the stack grows up.
Decision checks
One place to check whether the app is healthy right now.
One alert path for crashes, outages, and sudden behavior changes.
One way to see AI cost spikes before they become billing surprises.
One logging strategy that helps debug without collecting noise forever.