Two ways to watch your app — inside-out and outside-in.
Error trackers and APM live inside your code via an SDK — deep stack traces, traces, replays.AIopsy watches from the outside with AI: no SDK, it checks whether the product actually works (workflows, pages, even your AI's answers) and diagnoses why it broke. They complement each other.
You instrument your code with an SDK. You get exact exceptions, the offending line, the user/session, traces and slow queries from real traffic. Unmatched depth — for apps you own and can instrument.
You point it at a URL — nothing installed. It drives real workflows, renders pages (catching JS errors a 200 hides), checks your AI's answers, and writes the likely root cause. Broad "does it work" coverage + AI triage, including sites you don't own.
| Capability | AIopsy | Error trackers (Sentry) | Uptime (Pingdom) | Synthetic/APM (Datadog) |
|---|---|---|---|---|
| No SDK / agents required | ✓ | — | ✓ | partial |
| Uptime / SSL / DNS checks | ✓ | partial | ✓ | ✓ |
| Browser workflow checks (login, checkout) | ✓ | — | — | ✓ |
| Page health — catches client-side JS errors a 200 hides | ✓ | partial | — | partial |
| Sub-page coverage from one URL | ✓ | — | — | partial |
| LLM / RAG / agent answer-quality checks | ✓ | — | — | — |
| AI root-cause + “what changed?” deploy correlation | ✓ | partial | — | partial |
| Monitor sites you don't own the code of | ✓ | — | ✓ | partial |
| Public status pages | ✓ | — | partial | partial |
| Agency / multi-client mode | ✓ | — | — | — |
| In-code stack traces & source maps | — | ✓ | — | partial |
| APM / distributed tracing | — | partial | — | ✓ |
| Session replay & profiling | — | ✓ | — | partial |
Honest by design: AIopsy is ✓ on no-SDK, AI answer-quality, AI root-cause, status & agency; ✗ on in-code stack traces, APM and session replay.
- ✓ You want to know the product actually works — flows, pages, APIs — not just that a URL replies
- ✓ You ship AI features and need answers to be right in production
- ✓ You monitor client sites whose code you don't own (agencies)
- ✓ You want incidents diagnosed and correlated to deploys, with clean alerts and status pages
- ✓ You want monitoring set up in a sentence, with nothing to install
- • You need exact stack traces, source maps and the offending line
- • You need distributed tracing, slow-query and N+1 analysis
- • You need session replay and profiling from real user traffic
Run AIopsy alongside them — outside-in + AI, not a replacement.
See it on your own app in a minute.
No SDK, no agents — point AIopsy at a URL and watch it plan, verify, and start monitoring.