Automated SRE Agent for Kubernetes Remediation

Close the loop between Kubernetes observability and GitOps remediation. Monitor failures, analyze root causes with AWS Bedrock (Claude 3), and automatically open Pull Requests with suggested fixes.

remediation-pr.yaml
# KubeScribe AI detected: OOMKilled
# Root cause: Insufficient memory limits
# Suggested fix:

apiVersion: v1
kind: Pod
metadata:
  name: my-app
spec:
  containers:
  - name: app
    resources:
      limits:
        memory: "512Mi"  # Increased from 256Mi
      requests:
        memory: "256Mi"

Powerful Features

Automated SRE capabilities that bridge observability and remediation

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Failure Detection

Automatically monitors Kubernetes clusters for critical failures like OOMKilled, CrashLoopBackOff, and other pod issues in real-time.

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AI Root Cause Analysis

Leverages AWS Bedrock with Claude 3 to intelligently analyze failure patterns and identify the root cause of issues.

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Automated Remediation

Automatically opens Pull Requests in your Infrastructure repository with suggested fixes, ready for review and deployment.

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GitOps Integration

Seamlessly closes the loop between observability and remediation by integrating directly with your GitOps workflow.

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Continuous Monitoring

Continuously watches your clusters, providing proactive detection and remediation before issues escalate.

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Self-Healing Infrastructure

Transform your Kubernetes infrastructure into a self-healing system that automatically proposes fixes for detected failures.

Why KubeScribe.ai?

KubeScribe AI is an automated SRE agent designed to close the loop between Kubernetes observability and GitOps remediation. It eliminates the manual gap between detecting failures and implementing fixes.

When your cluster experiences failures like OOMKilled or CrashLoopBackOff, KubeScribe AI automatically detects the issue, uses AWS Bedrock (Claude 3) to analyze the root cause, and opens a Pull Request in your Infrastructure repository with the suggested fixβ€”all without human intervention.

  • βœ“ Automatically detect and remediate Kubernetes failures
  • βœ“ Reduce MTTR (Mean Time To Recovery) significantly
  • βœ“ Leverage AI-powered root cause analysis with Claude 3
  • βœ“ Integrate seamlessly with your existing GitOps workflow

Ready to Automate Your Kubernetes Remediation?

Join teams using KubeScribe.ai to close the observability-remediation loop

Free 14-day trial β€’ No credit card required