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 44 open-source projects

jenkinsci/jenkins json-schema-org/JSON-Schema-Test-Suite neovim/neovim medplum/medplum whiskeysockets/Baileys spring-projects/spring-bootand 38 more

Recent investigations

jenkinsci/jenkins #27198 Dashboard job table no longer scrolls horizontally after the page layout refactor (regression of JENKINS-73695)1d ago
jenkinsci/jenkins #26920 Combobox (<f:combobox>) flashes its suggestion list on click and immediately closes; typing works fine1d ago
jenkinsci/jenkins #27115 Proposal: Implement Asynchronous/Buffered Console Log Writing to Reduce Executor Lock Contention1d ago
jenkinsci/jenkins #27188 ArchiveArtifacts crashes if one of the file being archived does not have the read attribute. Unix only.2d ago
jenkinsci/jenkins #26849 'Scan Repository Now' does not display green pop-up from top menu dropdown of a GitHub branch source folder2d ago
jenkinsci/jenkins #20694 [JENKINS-60117] Rework sorting for the Enabled columns of Installed in Plugin Manager2d ago
jenkinsci/jenkins #27112 [BUG] Tab does not confirm highlighted dropdown suggestion2d ago
jenkinsci/jenkins #27140 [BUG] Min/max form validation message contradicts the inclusive accepted range2d ago