New
Klaudia AI
Troubleshooting
We’re expanding Komodor’s API capabilities with support for AI-powered Root Cause Analysis (RCA) via Klaudia, enabling teams to trigger and retrieve investigation results programmatically—integrated directly into your existing workflows.
Swagger documentation
👁️ Overview
Klaudia’s RCA API allows you to initiate root cause investigations for any Kubernetes workload (e.g., Pod, Deployment, Job) and fetch the results once complete. This unlocks seamless integration with:
- CI/CD pipelines (Jenkins, GitLab, CircleCI)
- Monitoring & alerting systems (PagerDuty, OpsGenie)
- ChatOps tools (Slack, Teams, custom bots)
- Internal dashboards and ticketing systems

🛠️ New Endpoints
- Trigger RCA Investigation
POST /api/v1/klaudia/rca
Start a new investigation for a specific Kubernetes workload.
GET /api/v1/klaudia/rca/{session_id}
Retrieve the root cause, confidence score, supporting evidence, and recommended actions.
⏱️ API Usage Pattern
Since investigations typically take 20-30 seconds to complete, we recommend implementing a polling pattern:
- Start an investigation using
POST /api/v1/klaudia/rca
- Receive a
session_idin the response
- Poll the results endpoint
GET /api/v1/klaudia/rca/{session_id}until the investigation is complete
- Process the returned root cause analysis and recommendations
This asynchronous pattern ensures your integrations remain responsive while Klaudia thoroughly analyzes the issue.
🌟 Here is an example script you can use in your CI/CD
🧩 Built on Komodor’s AI-Driven Investigation Engine
Komodor’s RCA engine is powered by AI models backed by dozens of prebuilt, out-of-the-box playbooks. These cover a wide range of Kubernetes failure scenarios from day one—no complex setup required.
When triggered via the API, Klaudia automatically:
- Runs intelligent workflows based on context
- Surfaces the most likely root cause
- Provides actionable next steps based on known patterns and platform behavior
This enables developers and SREs to quickly resolve issues, even without deep platform knowledge.
💡 Why It Matters
- Reduce context switching—run RCAs from the tools you already use
- Automate investigations after failed deploys or alerts
- Share explainable, AI-powered insights across teams
- Accelerate resolution by integrating Komodor deeper into your stack
🚀 Getting Started
Explore the new endpoints in our public Swagger documentation. The RCA API uses the same Komodor authentication and permission model you’re already familiar with.