AI powered diagnostics for Rancher
Put your cluster on cruise control and prevent downtime by diagnosing Rancher issues instantly — with verified fixes drawn from thousands of real-world resolutions.
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Core features
From troubleshooting.
To shooting trouble.
Verified Fix Lookup
Describe a symptom, get the fix. Engine matches your issue against thousands of verified resolutions extracted from real GitHub issues and SUSE Knowledge Base articles — with confidence scores, source links, and success rates from clusters that already applied the fix
Verified Fix Lookup
Describe a symptom, get the fix. Engine matches your issue against thousands of verified resolutions extracted from real GitHub issues and SUSE Knowledge Base articles — with confidence scores, source links, and success rates from clusters that already applied the fix
Rancher-Native Intelligence
Purpose-built for the SUSE Rancher ecosystem. Engine understands RKE2, K3s, Fleet, Longhorn, NeuVector, and Harvester at the architecture level. Not a generic Kubernetes tool — a diagnostic engine trained on the exact failure modes your stack produces.
Rancher-Native Intelligence
Purpose-built for the SUSE Rancher ecosystem. Engine understands RKE2, K3s, Fleet, Longhorn, NeuVector, and Harvester at the architecture level. Not a generic Kubernetes tool — a diagnostic engine trained on the exact failure modes your stack produces.
Predictive Diagnosis
Engine doesn't wait for you to report a problem. A lightweight agent monitors your cluster state, compares it against known failure patterns, and surfaces warnings before they become incidents. Predictive alerts with verified remediation steps — not just noise.
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Products
Two engines. Every environment.
Two engines.
Every environment.
import { NextApiRequest, NextApiResponse } from 'next' import { supabase } from '@/lib/supabase' export default async function handler( req: NextApiRequest, res: NextApiResponse ) { if (req.method === 'GET') { // AI suggestion: Add pagination and filtering const { data, error } = await supabase .from('products') .select('*') .order('created_at', { ascending: false }) if (error) return res.status(500).json({ error }) return res.status(200).json(data) } }
Fleet-Wide Diagnostics
Monitor every RKE2 cluster from a single pane. Engine aggregates telemetry across your fleet, compares cluster fingerprints against known failure patterns, and surfaces upgrade risks before they become outages — with verified remediation steps, not generic runbooks.
export function validateEmail(email: string): boolean { const regex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/ return regex.test(email) } export function validatePassword(password: string): boolean { // ⚠️ Error: 'lenght' is not a property of string if (password.lenght < 8) { // ← Ligne 8 avec erreur return false } return /[A-Z]/.test(password) && /[0-9]/.test(password) }
Edge-Ready Diagnostics
Purpose-built for K3s on constrained hardware. Engine Nano runs in under 512MB, works fully offline, and understands the compound failure modes unique to K3s — where a single binary upgrade changes containerd, Flannel, and CoreDNS simultaneously. The diagnostic layer for networks with no connection home.
import { NextApiRequest, NextApiResponse } from 'next' import { supabase } from '@/lib/supabase' export default async function handler( req: NextApiRequest, res: NextApiResponse ) { if (req.method === 'GET') { // AI suggestion: Add pagination and filtering const { data, error } = await supabase .from('products') .select('*') .order('created_at', { ascending: false }) if (error) return res.status(500).json({ error }) return res.status(200).json(data) } }
Fleet-Wide Diagnostics
Monitor every RKE2 cluster from a single pane. Engine aggregates telemetry across your fleet, compares cluster fingerprints against known failure patterns, and surfaces upgrade risks before they become outages — with verified remediation steps, not generic runbooks.
export function validateEmail(email: string): boolean { const regex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/ return regex.test(email) } export function validatePassword(password: string): boolean { // ⚠️ Error: 'lenght' is not a property of string if (password.lenght < 8) { // ← Ligne 8 avec erreur return false } return /[A-Z]/.test(password) && /[0-9]/.test(password) }
Edge-Ready Diagnostics
Purpose-built for K3s on constrained hardware. Engine Nano runs in under 512MB, works fully offline, and understands the compound failure modes unique to K3s — where a single binary upgrade changes containerd, Flannel, and CoreDNS simultaneously. The diagnostic layer for networks with no connection home.
import { NextApiRequest, NextApiResponse } from 'next' import { supabase } from '@/lib/supabase' export default async function handler( req: NextApiRequest, res: NextApiResponse ) { if (req.method === 'GET') { // AI suggestion: Add pagination and filtering const { data, error } = await supabase .from('products') .select('*') .order('created_at', { ascending: false }) if (error) return res.status(500).json({ error }) return res.status(200).json(data) } }
Fleet-Wide Diagnostics
Monitor every RKE2 cluster from a single pane. Engine aggregates telemetry across your fleet, compares cluster fingerprints against known failure patterns, and surfaces upgrade risks before they become outages — with verified remediation steps, not generic runbooks.
export function validateEmail(email: string): boolean { const regex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/ return regex.test(email) } export function validatePassword(password: string): boolean { // ⚠️ Error: 'lenght' is not a property of string if (password.lenght < 8) { // ← Ligne 8 avec erreur return false } return /[A-Z]/.test(password) && /[0-9]/.test(password) }
Edge-Ready Diagnostics
Purpose-built for K3s on constrained hardware. Engine Nano runs in under 512MB, works fully offline, and understands the compound failure modes unique to K3s — where a single binary upgrade changes containerd, Flannel, and CoreDNS simultaneously. The diagnostic layer for networks with no connection home.
import { NextApiRequest, NextApiResponse } from 'next' import { supabase } from '@/lib/supabase' export default async function handler( req: NextApiRequest, res: NextApiResponse ) { if (req.method === 'GET') { // AI suggestion: Add pagination and filtering const { data, error } = await supabase .from('products') .select('*') .order('created_at', { ascending: false }) if (error) return res.status(500).json({ error }) return res.status(200).json(data) } }
Fleet-Wide Diagnostics
Monitor every RKE2 cluster from a single pane. Engine aggregates telemetry across your fleet, compares cluster fingerprints against known failure patterns, and surfaces upgrade risks before they become outages — with verified remediation steps, not generic runbooks.
export function validateEmail(email: string): boolean { const regex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/ return regex.test(email) } export function validatePassword(password: string): boolean { // ⚠️ Error: 'lenght' is not a property of string if (password.lenght < 8) { // ← Ligne 8 avec erreur return false } return /[A-Z]/.test(password) && /[0-9]/.test(password) }
Edge-Ready Diagnostics
Purpose-built for K3s on constrained hardware. Engine Nano runs in under 512MB, works fully offline, and understands the compound failure modes unique to K3s — where a single binary upgrade changes containerd, Flannel, and CoreDNS simultaneously. The diagnostic layer for networks with no connection home.
Engine (RKE2)
Engine Nano (K3s)
Fleet-Wide Diagnostics
Monitor every RKE2 cluster from a single pane. Engine aggregates telemetry across your fleet, compares cluster fingerprints against known failure patterns, and surfaces upgrade risks before they become outages — with verified remediation steps, not generic runbooks.
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Benefits
Debug less. Ship more.
Full cluster understanding
AI that understands your entire environment, not just one namespace.
Works out of the box
Deploy the agent, connect your cluster. First diagnosis in minutes.
Your data stays yours
100% private by default. Diagnostic data never leaves your environment.
Instant Diagnosis
Root cause analysis in seconds, not hours.
Every distribution you run
RKE2, K3s, EKS, AKS, GKE — same precision everywhere.
Remediate with confidence
Verified fixes with source links. No guesswork. No downtime.
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Pricing
Try free for 14-days.
No credit card required.
Monthly
Yearly
Save 20%
Operator
$149
$149
cluster/month
For platform teams running Rancher in production. Verified fixes from 41,000+ real-world issues, proactive alerts, and API access — so your team resolves incidents in minutes, not hours.
Features
Verified Fix Engine (41,000+ issues)
Drift Detection
Proactive Alerts
API Access
Fleet Dashboard
Continuous Corpus Updates
Rancher UI Extension
Support: Business Hours
SLA (Sev 1 - 4 hrs & Sev 2 - 8 hrs)
Edge
$499
$499
cluster/month
For edge, air-gapped, and multi-cluster environments. Everything in Operator plus offline operation, K3s compound failure diagnostics, fleet-wide intelligence, and upgrade risk analysis.
Features
Everything in Operator
Air-Gapped Operation
K3s Compound Failure Diagnostics
Upgrade Risk Analyzer
with Component Diffs
Fleet Cohort Intelligence
Offline Corpus Updates
(signed packages)
K3s Storage Backend
Certificate Monitoring
SSO/SAML (coming soon)
24/7 (Sev 1-2)
SLA (Sev 1 - 1 hr & Sev 2 - 2 hrs)
Phone escalation & dedicated Slack
Mission
Custom
For defense, federal, and large-scale edge deployments. Everything in Edge plus STIG-hardened images, Zarf packaging, and dedicated support for the most demanding environments.
Features
Everything in Edge
Hardened Images
FIPS 140-2 Validated
STIG Compliance with OSCAP Reports
SBOM for all components
CVE Monitoring & Nightly Rebuilds
Zarf-Compatible Packaging
Custom Corpus Training
White-Label for MSPs
Self Hosted Deployment
Unlimited Clusters
Dedicated Success Manager
Quarterly Business Reviews
SLA: Sev 1 — 30 min / Sev 2 — 1 hr
Monthly
Yearly
Save 20%
Operator
$149
$149
cluster/month
For platform teams running Rancher in production. Verified fixes from 41,000+ real-world issues, proactive alerts, and API access — so your team resolves incidents in minutes, not hours.
Features
Verified Fix Engine (41,000+ issues)
Drift Detection
Proactive Alerts
API Access
Fleet Dashboard
Continuous Corpus Updates
Rancher UI Extension
Support: Business Hours
SLA (Sev 1 - 4 hrs & Sev 2 - 8 hrs)
Edge
$499
$499
cluster/month
For edge, air-gapped, and multi-cluster environments. Everything in Operator plus offline operation, K3s compound failure diagnostics, fleet-wide intelligence, and upgrade risk analysis.
Features
Everything in Operator
Air-Gapped Operation
K3s Compound Failure Diagnostics
Upgrade Risk Analyzer
with Component Diffs
Fleet Cohort Intelligence
Offline Corpus Updates
(signed packages)
K3s Storage Backend
Certificate Monitoring
SSO/SAML (coming soon)
24/7 (Sev 1-2)
SLA (Sev 1 - 1 hr & Sev 2 - 2 hrs)
Phone escalation & dedicated Slack
Mission
Custom
For defense, federal, and large-scale edge deployments. Everything in Edge plus STIG-hardened images, Zarf packaging, and dedicated support for the most demanding environments.
Features
Everything in Edge
Hardened Images
FIPS 140-2 Validated
STIG Compliance with OSCAP Reports
SBOM for all components
CVE Monitoring & Nightly Rebuilds
Zarf-Compatible Packaging
Custom Corpus Training
White-Label for MSPs
Self Hosted Deployment
Unlimited Clusters
Dedicated Success Manager
Quarterly Business Reviews
SLA: Sev 1 — 30 min / Sev 2 — 1 hr
Monthly
Yearly
Save 20%
Operator
$149
$149
cluster/month
For platform teams running Rancher in production. Verified fixes from 41,000+ real-world issues, proactive alerts, and API access — so your team resolves incidents in minutes, not hours.
Features
Verified Fix Engine (41,000+ issues)
Drift Detection
Proactive Alerts
API Access
Fleet Dashboard
Continuous Corpus Updates
Rancher UI Extension
Support: Business Hours
SLA (Sev 1 - 4 hrs & Sev 2 - 8 hrs)
Edge
$499
$499
cluster/month
For edge, air-gapped, and multi-cluster environments. Everything in Operator plus offline operation, K3s compound failure diagnostics, fleet-wide intelligence, and upgrade risk analysis.
Features
Everything in Operator
Air-Gapped Operation
K3s Compound Failure Diagnostics
Upgrade Risk Analyzer
with Component Diffs
Fleet Cohort Intelligence
Offline Corpus Updates
(signed packages)
K3s Storage Backend
Certificate Monitoring
SSO/SAML (coming soon)
24/7 (Sev 1-2)
SLA (Sev 1 - 1 hr & Sev 2 - 2 hrs)
Phone escalation & dedicated Slack
Mission
Custom
For defense, federal, and large-scale edge deployments. Everything in Edge plus STIG-hardened images, Zarf packaging, and dedicated support for the most demanding environments.
Features
Everything in Edge
Hardened Images
FIPS 140-2 Validated
STIG Compliance with OSCAP Reports
SBOM for all components
CVE Monitoring & Nightly Rebuilds
Zarf-Compatible Packaging
Custom Corpus Training
White-Label for MSPs
Self Hosted Deployment
Unlimited Clusters
Dedicated Success Manager
Quarterly Business Reviews
SLA: Sev 1 — 30 min / Sev 2 — 1 hr
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FAQ
Got questions?
We've got answers.
What Rancher components does Engine cover?
How does Engine differ from SUSE support?
Can Engine run air-gapped?
What does the agent collect?
How accurate are the fixes?
Built for
disconnected environments
Pastures Engine Nano deploys via Zarf to air-gapped networks — submarines, tactical edge, satellites, and classified environments.
