How My Agents Self-Heal in Production

A self-healing deployment pipeline automatically detects, triages, and fixes its own bugs in production without human intervention. After each deployment, the system uses statistical analysis to identify significant increases in errors compared to a historical baseline, flagging potential regressions. A specialized "triage agent" then investigates to confirm if the recent code change is the likely cause, preventing false alarms from unrelated issues. Once confirmed, a separate coding agent autonomously writes a fix and opens a pull request, closing the loop with minimal human oversight until the review stage.