Your clusters break at 3 AM.
Kubric doesn't sleep.
Kubric is your autonomous SRE — it monitors your clusters, finds root causes in seconds, and ships approved fixes without you writing a single runbook. Plug it in and stop firefighting at 3 AM.
Welcome back, prod team
1 cluster connected · 12 recent investigations
How Kubric works
From a red pod to a shipped fix, automatically.
Watch the agent move through a live incident — every stage on the right lights up as Kubric works through it on the left.
Detect failures
Kubric watches every namespace and instantly flags workloads that crash, OOM, or fail to pull an image.
Gather evidence
Four specialized inspectors pull pod state, logs, warning events, and network reachability — all in parallel.
Reason about root cause
The model correlates the full evidence bundle to pinpoint why each workload broke, not just what failed.
Ship the fix
You get ready-to-run kubectl commands and a plain-English diagnosis — applied on your terms.
Your kubernetes cluster
payment-svc
ns: payments
CrashLooporder-api
ns: orders
ImagePullauth-svc
ns: platform
Runningworker-job
ns: jobs
OOMKilledKubric inspectors
Pod
describe + get
Logs
current + prev
Events
warnings
Network
DNS + endpoints
AI reasoning engine
Kubric reasoning engine
WaitingEvidence
4 pods312 logs18 events6 routesRemediation output
Fix commands
kubectl set resources \ deploy/payment-svc \ --limits=memory=512Mi kubectl delete pod \ order-api-6bc8
Diagnosis
order-api token expired — restart to re-auth.
The autonomous platform. Built to scale.
Your SRE, in code Agent
Connect your cluster with a single Helm command — Kubric reasons across events, logs, metrics, and traces like a senior engineer.
Reads events, logs, metrics, and traces — and reasons across them to find the real cause, not just the symptom.
Deploy the agent →Built for incident scale Runtime
Sub-second triage across thousands of pods, with parallel inference grounded in your actual cluster state.
Parallel inference over your telemetry, with answers grounded in the real state of the cluster — never a hallucinated guess.
See it run →From one to one thousand Coverage
Multi-cluster, multi-cloud, multi-region — Kubric routes investigations across fleets in real time.
One lightweight agent per cluster, installed with a single Helm command — no per-node daemons to babysit. One control plane spans every cluster across every cloud and region.
Connect a fleet →Observability you can trust Trust
Every diagnosis is auditable — full timelines, evidence, and the exact queries Kubric ran.
Designed for SOC 2 readiness (certification planned). Read-only by default, fix-on-approval. Every claim links back to the log line or metric behind it.
Review the trail →Resolve any failure mode.
Autonomous investigation
Kubric snapshots every signal it reads — pods, events, metrics — into one auditable run you can replay.
Failure classification
Every incident auto-tagged by type, so you triage the right thing first — not a wall of noise.
Fix suggestions
Kubric finds the root cause and proposes the exact manifest change — not just another alert.
Incident timeline
Every incident as one clean timeline — detected, root-caused, fixed, recovered.
Signal correlation
Live signals from events, logs, metrics and probes for every workload. No sampling.
Pre-deploy PR risk
On the roadmap: Kubric will check a diff against live usage and flag what could break — before merge. Illustrative preview.
Watch Kubric resolve real incidents.
Root cause and fix, in one pass.
Point Kubric at a failing workload — it reads the events, logs, and traces, names the cause, and ships the fix.
Minutes of triage, collapsed.
Parallel inspectors and grounded reasoning shorten the path from alert to root cause. Comparison is illustrative — the Kubric time is a target, not a measured benchmark.
Engineered for incidents.
From the moment a pod flips red, every layer of Kubric — collectors, retrieval, reasoning, action — is tuned for the way real incidents actually unfold.
See it in action →Automatic diagnosis
Root-cause analysis within seconds of detection — no ticket triage in between.
Evidence first
Every claim is backed by the log line, metric, or event that supports it.
Safe actions
Kubric proposes; humans approve. Blocked system namespaces, a fixed safe action set, and multi-layer validation.
Full audit trail
Every investigation, diagnosis, and fix is stored with timestamps and evidence — reviewable any time.
Plugs into your entire cluster stack.
One agent, every layer of your platform — orchestration, packaging, and observability, working together.
KUBRICPriced like infrastructure. Not a SaaS seat.
A predictable platform fee that scales with cluster size, plus outcome credits that fire only on real work delivered. Free forever for clusters under 10 nodes.
1 cluster, up to 10 nodes. Suggest mode only. Every engineer should be able to try Kubric on a real cluster with zero friction.
- →AI incident diagnosis
- →7-day incident history
- →Suggest mode only
- →PR risk assessments (coming soon)
- →Community support
+ ₹15 per outcome credit beyond the included pool. For Series A/B teams with real production traffic and no dedicated SRE.
- →2 clusters, up to 25 nodes
- →500 outcome credits included
- →Approve mode unlocked
- →GitHub + Slack + PagerDuty
+ ₹12 per outcome credit beyond the included pool (volume discount). For teams where downtime has a real revenue number attached.
- →5 clusters, unlimited nodes
- →2,000 outcome credits included
- →Auto-fix mode, policy-gated
- →Priority support + SLA
Need on-prem, SSO, or a dedicated success engineer? Talk to sales →
Helping platform teams sleep at night.
Ship fixes while you sleep.
Kubric triages, root-causes, and patches the boring 80% of incidents — before anyone gets paged.