Build Realtime Remediation overview

A continuous build monitoring and automated remediation methodology. Monitors CI/build state in real-time, detects build/test failures, analyzes failure logs and error messages, determines root causes, applies automated fixes, and re-runs builds to verify fixes. Iterates until build succeeds or maximum remediation attempts are reached, providing autonomous CI failure resolution.