AI Workloads Management
Continuously right-sizes and manages your Kubernetes workloads, matching requests, limits, and replicas to real demand — no more guesswork.
Always-on live across every namespace
Autonomous Kubernetes Operations · powered by Aria
Your clusters,
Your clusters,
healed before you wake up.
Capnode is an autonomous AI SRE. It detects 25+ Kubernetes failure modes, diagnoses the root cause, and remediates safely — in milliseconds — while you sleep.
Detect
Diagnose
Remediate
Learn
Runs on
Amazon EKS
Google GKE
Azure AKS
OpenShift
k3s
Bare metal
Capabilities
One agent. The whole reliability loop.
From right-sizing workloads to healing crash loops in milliseconds — Capnode covers the full operational surface of your cluster.
Cost Optimization
Dissolves idle dev and non-prod resources — pods, load balancers, nodes — then restores them on your first push. Cloud spend drops, velocity doesn't.
Auto-restore scales to zero, back in seconds
Incident Detection
Natively detects 25+ failure modes — CrashLoopBackOff, OOMKilled, ImagePullBackOff, PVC pending, HPA thrash, DNS outages, cert expiry, node pressure — before users notice.
25+ modes native, no Prometheus required
Autonomous Remediation
A memory-first deterministic engine heals OOMKills and CrashLoops in milliseconds. Safe actions auto-run; risky ones wait for a human — true human-in-the-loop.
Human-in-the-loop approval on risky actions
AI Security
An RBAC-scoped, least-privilege agent that scans posture for risk — and by design never mutates its own namespace. Safety is structural, not optional.
Least-privilege scoped RBAC, posture scanning
Ask Aria, in plain English
"Why is this pod crashing?" Aria, the conversational layer, reads your live cluster and returns a verified answer — with the evidence and the fix.
Conversational AI verified, grounded answers
Self-healing in action
Detect. Diagnose. Heal.
A failure becomes a fix in one continuous loop — most of it before a human is even paged.
Detect
The Go agent streams live cluster state and flags an anomaly the instant it appears — a pod stuck in CrashLoopBackOff, a node under memory pressure.
Diagnose
Capnode correlates events, logs, and history to pinpoint root cause — then Aria explains it in language your whole team understands.
Heal & learn
Safe remediations run in milliseconds; risky ones request approval. Every resolution is remembered, so the next fix is faster.
Go agent
Server
React UI & chat
Give your cluster an SRE that never sleeps.
Deploy the Capnode agent in minutes. Watch it detect, diagnose, and heal — then let it learn your environment.