Fix issues in your clusters automatically. Praxen Inc. detects them, finds the root cause, and writes the fix.
Connect EKS, GKE, AKS or your own cluster with one Helm command. The agent only reads.
For connection steps, permissions and resource discovery, Set up the Kubernetes integration.
Get started for free Production down? Get help now Our founding team can help you get your Kubernetes app back up.Everything Praxen Inc. picks up.
Everything Praxen Inc. reads from your cluster.
Namespace Node Deployment Stateful Set Daemon Set Replica Set Job Cron Job Pod Service Ingress Config Map Secret Service Account Role Role Binding Cluster Role Cluster Role Binding Persistent Volume Persistent Volume Claim Storage Class Network Policy Horizontal Pod Autoscaler Pod Disruption Budget Praxen Inc. reads the cluster for you.
Explained - CrashLoopBackOff
- OOMKilled
- Pending stuck
- rollout never finished
Explains crashloops and OOM kills
Crashloops, OOM kills, pods stuck pending and rollouts that never finish each get investigated and explained.
- pod logs vs normal
- cluster events vs normal
Reads logs and events for you
Praxen Inc. checks pod logs and cluster events throughout the day against how each workload normally behaves.
- nodes and the cloud underneath
Sees the node and cloud underneath
Workloads, pods, services, ingresses and autoscalers sit in one graph with the nodes and cloud they run on.
- rollout checked first
- workload broke after it
Checks the last rollout
Every change in the cluster is recorded. When a workload breaks after a rollout, that's where Praxen Inc. starts.
Pull request - line of code fixed
- manifest fixed
Fixes code and manifests
When the cause is a line of code or a manifest, Praxen Inc. opens a pull request with the fix on the repo behind the workload.
RBAC - get
- list
- watch
- API server never public
Only get, list and watch
The Praxen Inc. agent runs in your cluster with read-only RBAC. It connects out through a tunnel, so your Kubernetes API never has to be public.
Use Kubernetes with any coding agent. Praxen Inc. connects them.
Connect your agent to Praxen Inc. once and it can query Kubernetes alongside the rest of your stack.
Guides for Kubernetes
- Guide How to correlate incidents with deploys using evidence Learn how to correlate incidents with deploys using release markers, metrics, logs and verified GitHub, Vercel, Cloudflare and Kubernetes change events.
- Guide What is change intelligence? A production safety guide What is change intelligence? Learn how deploys, config, flags, infrastructure and dependency changes connect to incidents, using tools you already have.
- Guide Kubernetes CrashLoopBackOff: causes and fixes What CrashLoopBackOff means in Kubernetes, how to read the exit code and events behind it, and the fix for each common cause, from bad config to failing probes.
- Guide Is it safe to give an AI SRE read access to production? Read access for an AI SRE is a sound first step if you scope it. The risks are secrets, customer data and exfiltration. Here are the controls and a checklist.
Common questions.
Is Praxen Inc. an AI SRE for Kubernetes?
It does that work, though we call it self-operating software. Praxen Inc. keeps your pods, deployments and nodes in one graph, investigates what breaks and fixes it.
Does it work with EKS, GKE, or my own clusters?
Any cluster that speaks the Kubernetes API: EKS, GKE, AKS, or bare metal. Connect an AWS account and its EKS clusters land in the same graph automatically.
Can Praxen Inc. change my cluster?
No. Praxen Inc. only makes read-only Kubernetes API calls. Fixes go to the repos behind your workloads, for you to review and merge.
Does it work with my observability provider?
Yes. Praxen Inc. supports all the major observability providers, and you can connect any other through MCP. The full list is on getpraxen.app/integrations.
What does it cost?
Every plan, price and limit is on getpraxen.app/pricing.