Remedy AI production debugging that does not stop at the patch.
Correlate a live failure with deployed state, prepare an isolated fix and verify the outcome where the incident occurred.
Production incidents need production context
Automatically fixing production bugs requires more than an error message. Remedy is designed to associate the incident with bounded runtime evidence, the deployed Git SHA, affected service and configured health or API assertions.
Repair away from the live system
Source repair should occur against an exact repository baseline in an isolated environment. Deterministic gates provide evidence before a human-approved deployment returns the candidate to production.
Close the production loop
After deployment, Remedy reruns the relevant probe or reproduction check. If the configured verification fails, the incident is not labelled verified—even if the branch merged successfully.
Frequently asked questions
Can Remedy fix production bugs automatically?
Remedy is designed to automate bounded diagnosis and repair stages, with permissions and approval determining what can execute or deploy.
What happens if verification fails?
The incident remains unresolved and retains the new evidence for further diagnosis rather than being closed prematurely.
From bug report to verified fix.
See how Remedy connects evidence, diagnosis, repair, deterministic checks and production verification.
Explore the complete workflow →