Closed-Loop Remediation Patterns
Understand the detect-decide-act-verify loop, where Kubernetes’ built-in self-healing ends, and where agent-driven remediation begins.
Remediate
Design and operate safe, agent-driven remediation workflows from closed-loop detection through evidence-based autonomy.
18 minutes read
Categories:
Approval Gates and Human Oversight
Design human approval checkpoints by risk and blast radius, and identify which remediation actions are safe to fully automate.
Building a Self-Healing Workflow
Assemble a guarded, auditable self-healing workflow: trigger, agent diagnosis, proposed remediation, approval gate, and verification step.
Measuring Remediation Safety
Define and track the metrics that determine whether your automated remediation is safe enough to expand - and when to pull back.