Can't I just point an AI model at my logs?

On its own, an AI model can't see your logs, your database, or your code history. Operate is the layer that connects to all of them safely, plus the agents that turn what they find into a verified answer.

Why won't it hallucinate the root cause?

One agent proposes a root cause with specific evidence; a separate agent on a different model verifies it independently. Speculative conclusions are rejected before anyone sees them.

What can it touch in production?

Nothing. All adapters are read-only. Operate never writes to your systems. Instead of opening PRs automatically, Operate generates a .patch file that your developers can review and apply manually.

How long does setup take?

Self-serve is a Docker image plus read-only credentials. Most teams are running within a day. Managed setups have us live inside your cloud within two weeks.

What happens if I don't pay the monthly subscription fee but still have credit?

You can keep using the product as long as you have a positive credit balance. The subscription fee is only one way to maintain access; prepaid credit works too.

Does credit ever expire?

No. Credit is valid for the lifetime of your account and never expires.

We love open source

Root cause analysis for public repositories

Operate reads the code of open-source projects and traces the root cause of their open issues. Free, no sign-up. Explore what it is finding below, or point it at a repo you care about.

Investigating 45 open-source projects

GetBindu/Bindu jenkinsci/jenkins json-schema-org/JSON-Schema-Test-Suite neovim/neovim medplum/medplum whiskeysockets/Baileysand 39 more

Recent investigations

json-schema-org/JSON-Schema-Test-Suite #1009 jsonschema_suite check fails with UnicodeDecodeError on Windows (non-UTF-8 default locale)18h ago
json-schema-org/JSON-Schema-Test-Suite #941 Out-of-order schemas18h ago
json-schema-org/JSON-Schema-Test-Suite #948 email / idn-email: scope questions - 4.5.3.1 length limits and control / noncharacter codepoints18h ago
neovim/neovim #41586 vim.pack: an interrupted clone leaves a directory that makes every subsequent startup fail7d ago
GetBindu/Bindu #522 [Bug]: Unimplemented Task Pause/Resume Functionality in Base Worker8d ago
neovim/neovim #41561 Sometimes screen flicker in visual mode8d ago
jenkinsci/jenkins #27198 Dashboard job table no longer scrolls horizontally after the page layout refactor (regression of JENKINS-73695)33d ago
jenkinsci/jenkins #26920 Combobox (<f:combobox>) flashes its suggestion list on click and immediately closes; typing works fine33d ago