When Kubernetes Breaks,
Fix It in 4 Minutes, Not 40.
DevOps Teams Lose 40% of Their Time to Manual Incident Investigation
Your on-call engineer gets an alert. Then comes the detective work: kubectl describe → grep logs → check Grafana → diff YAML → Stack Overflow. 30 minutes later, the root cause is found. The fix takes 5 minutes.
30-min investigations, 5-min fixes
Your on-call engineer spends 30–45 minutes grepping logs, diffing YAMLs, and Googling fixes. The actual fix? 5 minutes. Repeat 3–4 times per week.
No learning, only repetition
kubectl get pods, kubectl describe, grep logs, check Grafana. The same diagnostic steps every incident. No automation. No learning. Just Groundhog Day.
Tools cost more than fixing
Datadog: €300/user/year. PagerDuty: €250/user/year. For a 5-person team: €2,750+/year in tools — and you’re still manually diagnosing every incident.
Full Kubernetes Diagnostics. Zero Cost.
The free tier is not a demo. You get the complete incident analysis stack —cluster diagnostics, log analysis, and AI-powered root-cause identification. With your own LLM key (BYOK). No artificial limits.
Kubernetes cluster analysis
Full diagnostics across Pods, Deployments, Services, StatefulSets, and Events. No config needed — just point KI-Ops at your kubeconfig. Instant results.
Grafana & Loki log analysis
Query your dashboards and logs directly. AI surfaces anomalies, error spikes, and correlation patterns you’d manually find in 30 minutes.
Network & DNS troubleshooting
DNS resolution, service reachability, network path analysis. Catch misconfigurations before they cascade into production incidents.
AI-powered root-cause analysis
Claude AI generates specific, validated action items for every incident. Not generic advice — context-aware recommendations based on your actual cluster state.
Kubernetes best practices library
Built-in runbooks for Kubernetes, Helm, Terraform, and Docker. AI cross-references best practices in every analysis.
Cluster health tracking & trends
Real-time health status, scheduler metrics, node health, and historical trends. Catch degradation early before incidents happen.
Stop Writing Fixes Manually.
Let AI Generate Them.
Pro adds auto-remediation to diagnosis. Every fix is validated — kubectl dry-run, Helm template, Terraform plan — before the PR is created. Your team reviews and merges. Done.
Auto-generated fix PRs
Claude generates Kubernetes manifests and opens PRs automatically. No manual YAML editing. Ready to merge. Multi-file support for complex fixes.
GitHub/GitLab integration
Connect all your repos. KI-Ops reads, searches, and modifies files across repositories. Automatic branch creation, PR opening, and post-merge cleanup.
Pre-merge validation
Every fix passes validation before PR creation: kubectl dry-run, Helm template check, Terraform plan, Dockerfile security lint. Merge with confidence.
Full GitOps workflow
Feature branch creation → PR with incident context → auto-cleanup after merge. Zero manual git work. One-click incident response.
From Install to First Analysis in 5 Minutes
Self-hosted, BYOK, no vendor lock-in. You bring your Claude API key. We bring the incident response toolchain. Your data never leaves your infrastructure.
Add your API key
Enter your own Claude API key in the setup wizard. Your data, your key, your control. Under 2 minutes.
Connect your cluster
Point KI-Ops at your kubeconfig, optionally connect Grafana and Loki. First analysis runs immediately.
Get fixes, not just alerts
AI root-cause analysis with specific action items. With Pro: auto-generated PRs ready to merge in under 4 minutes.
One price. Your whole team.
No per-user pricing. No subscription stress. One license key, one year, all features.
Community
For individuals and small teams
- Cluster analysis (kubectl, Pods, Nodes, Events)
- Grafana & Loki log analysis
- DNS & network checks
- LLM recommendations (text output)
- Knowledge base & best practices
- Health dashboard & scheduler
- BYOK (bring your own Claude API key)
- Unlimited analyses
BYOK — bring your own Claude API key
Pro
POPULARFor teams that want auto-remediation
~21 €/month · whole team, not per user
- Everything in Community, plus:
- Git integration & multi-repo
- Auto-fix pull requests
- YAML / kubectl dry-run validation
- Helm & Terraform validation
- Dockerfile lint
- Branch cleanup service
- PR creation (multi-file)
1 license · 1 year · Instant activation
Enterprise
For large organizations
- Everything in Pro, plus:
- SSO (SAML / OIDC)
- Audit log & compliance
- Multi-cluster support
- Priority support & SLA
- Custom integrations
- On-premise deployment
- Dedicated account manager
The real cost of competing tools
Plus: Those tools only monitor. KI-Ops also diagnoses and auto-remediates.
Manage subscription
Enter your license key to manage payments and your subscription.
How Many Incidents Until KI-Ops Pays for Itself?
Adjust your team’s incident frequency and troubleshooting time. Most teams break even in 3–7 days.
Your team
Your savings with KI-Ops Pro
KI-Ops Pro: 250 €/year — pays for itself in 1 days. Flat team license, no per-user pricing.
KI-Ops reduces mean resolution time (MTTR) to ~4 min per incident via automated root-cause analysis, log triage, and auto-fix PRs. Calculations assume 5 engineers handling 8 incidents/week across 52 working weeks.
Common Questions
Everything you need to know before getting started.
What is KI-Ops?
KI-Ops is an AI-powered Kubernetes troubleshooting tool that analyzes clusters, logs, and metrics using LLMs and delivers actionable recommendations. The free tier includes full diagnostics; Pro adds auto-fix pull requests.
Is my cluster data safe?
Yes. KI-Ops is fully self-hosted. Your data never leaves your infrastructure. We use BYOK (Bring Your Own Key) so you control the LLM connection. No telemetry is sent to us.
What does the Claude API cost?
You bring your own Claude API key (BYOK). Typical usage costs $5–15/month depending on cluster size and analysis frequency. KI-Ops itself is free (Community) or 250€/year (Pro).
Does KI-Ops work with EKS, GKE, and AKS?
Yes. KI-Ops works with any Kubernetes cluster accessible via kubeconfig — EKS, GKE, AKS, on-premise, k3s, kind, and more. Optional Grafana/Loki integration is available for enhanced diagnostics.
How long does setup take?
Under 5 minutes. Install via Helm chart, add your Claude API key, and point to your kubeconfig. The first analysis runs immediately.
Can I use KI-Ops without a Pro license?
Absolutely. The free Community tier includes full cluster analysis, log/metric analysis, DNS checks, LLM recommendations, knowledge base, and a health dashboard. Pro adds auto-fix PRs, Git integration, and validation.
Free vs. Pro: the full breakdown
| Feature | Community | Pro |
|---|---|---|
| kubectl cluster analysis | ||
| Grafana / Loki log analysis | ||
| DNS & network checks | ||
| LLM recommendations (text) | ||
| Knowledge base | ||
| Health dashboard | ||
| Git repo access (read/search) | ||
| Auto-fix file changes | ||
| Pull request creation | ||
| YAML / Helm / Terraform validation | ||
| Branch lifecycle management | ||
| Multi-repo support |
Trusted by DevOps Teams
Open source, self-hosted, and built for teams who value data sovereignty.
Open Source & Growing
Built in the open. Trusted by DevOps teams worldwide.
Star us on GitHub
Open Source
Setup time
Whole team, not per user
Your Next Kubernetes Incident
Resolved in Under 5 Minutes.
Start with free diagnostics. See the AI analysis. When you’re ready for auto-fix PRs, unlock Pro — 250 €/year, whole team.
Self-hosted · BYOK (Bring Your Own Key) · No vendor lock-in · Open Source (MIT)