Self-Healing
Infrastructure.
Stop reacting to incidents. Starlight AI's autonomous agents detect anomalies, predict failure propagation, and execute remediation — all without waking your team at 3am.
LATTICE-NODE STATUS
Operational
Kubernetes-Native
Intelligence.
Predictive Lattice Mapping
Our proprietary algorithms model your cluster topology into a geometric lattice, predicting failure propagation across service mesh boundaries before they cascade to production.
apiVersion: starlight.ai/v1
kind: AutonomousHealer
metadata:
name: k8s-lattice-primary
spec:
healingStrategy: Aggressive
maxDriftTolerance: 0.002%
autoResolution: True
GitOps Native
Direct integration with ArgoCD and Flux for seamless infrastructure state alignment.
Zero-Touch Remediation
Automatically restart pods, re-scale replicas, and drain nodes based on behavioral patterns rather than simple thresholds.
LLM Log Synthesis
Compressed log analysis using large language models extracts actionable root causes from millions of unstructured log lines in seconds.
Security Hardening
Continuous RBAC auditing and container vulnerability scanning baked directly into the SRE automation loop.
Real results,
proven at scale.
Global Transaction Backbone
Black Friday Auto-Scaling
HIPAA-Compliant Automation
Ready for Autonomous SRE?
Integration takes under 15 minutes. Our engineers will design a custom autonomous resolution strategy for your infrastructure.