Give Gilfoyle the error signals you monitor, such as CloudWatch logs or Slack alerts. Get a supported diagnosis, a tested draft fix for review and a recovery check.
Example brief · Hypothetical workflow
Investigate new checkout errors from our configured logs. Correlate them with the release, prepare a draft fix if reproducible and leave production changes to the release owner.
I’ll trace the error to the relevant release and repo, then bring back evidence and a reviewable next step.
See example output ↓Starts: A new error shows up in the log or alert source you have connected and made accessible.
Configure the log or alert source and supply the repository, environment, release identifier and incident owner. Gilfoyle checks actual error lines and relevant changes before forming a cause; access determines which signals it can observe.
Using connected Claude Code or Codex with GitHub, Gilfoyle builds a supported reproduction and a focused regression test. If the evidence points outside the code or requires unavailable access, the incident owner gets the missing evidence and next diagnostic step.
A draft PR records the diagnosis, tests and release considerations. Required reviewers and the authorized release owner decide what ships. After an approved release, accessible logs and the owner’s checks establish whether the error stopped before the incident is closed.
This workflow starts from errors that show up in the production signals you connect. Which errors it sees, and how soon, follow the monitoring and access you supply.
Hypothetical finished result
Checkout error investigation
Hypothetical: a configured alert reports a new missing-field exception after a release.
Connect the accounts and actions for your workflow. Start in Artie or add your Artisan to Slack; access stays within your account permissions.
Explore appsGilfoyle acts on errors once they show up in the signals it can access, so it cannot promise to find a failure before a user does or within a set time. Coverage and timing depend on your monitoring and configuration.
The default deliverable here is a draft PR. Your release owner controls production changes and any additional release authority must be explicitly configured.
The handoff includes the evidence, affected path and next owner. Gilfoyle does not invent a code fix for a cause the evidence does not support.
