Flawless

Flawless is an AI-native SRE control plane for Kubernetes and cloud infrastructure. It connects alerts, evidence, topology, human approval, controlled remediation, and recovery verification in one auditable AgenticOps loop. The platform provides a range of features, including AI inspection, executable preview, SRE conversation, and live evidence. Flawless is designed to provide a comprehensive solution for managing and optimizing cloud infrastructure. The current release is 3.2.0, which adds persistent remediation lineage and improves compatibility with existing installations.