Sovereign Agentic AI Operations
OPENKUBES / AGENTIC PLATFORM OPERATIONS
AI-assisted diagnosis. Verifiable decisions. Governed autonomy.
OpenKubes combines the transparency of a modern Platform Console with defined AI agents, an Operations Catalog, and traceable evidence.
Today, we demonstrate evidence-driven diagnosis in a read-only preview. The next step is human-approved workflows, with clearly defined boundaries for future automation.
From observability to actionable context.
More dashboards alone will not solve complex platform problems. What matters is connecting observations, platform requirements, and permitted operations.
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01 / AI DIAGNOSTICS
Understand, do not guess
Summarize cluster states and observations, with references to the underlying evidence.
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02 / AGENT CATALOG
Agents with a defined purpose
Make agent definitions, prerequisites, permissions, and intended deployment targets visible.
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03 / OPERATIONS CATALOG
Defined capabilities
Represent operations as defined capabilities with prerequisites and controlled interfaces.
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04 / EVIDENCE & GOVERNANCE
Evidence, not a black box
Keep observations, approvals, and outcomes traceable — humans make the decisions.
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One console for the platform and AI agents.
The OpenKubes Platform Console brings cluster inventory, the Agent Catalog, capabilities, and Evidence & Audit into one interface. It makes platform states and agent boundaries visible.
Console prototype and demo features. Click an image to view it larger.
An agent is only as trustworthy as its boundaries.
The Agent Catalog makes different roles visible: from diagnostic assistants and evidence analysis to GitOps reviews. What matters is not only an agent’s answers, but also its identity, prerequisites, and permitted capabilities.
| OK AI Diagnostic Agent
Demo Preview · Read-only
Summarizes observed cluster state and points to supporting evidence.
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Evidence Analyst
Catalog entry
Correlates receipts, observations, and decisions into traceable context.
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| GitOps Review Agent
Community catalog entry
Designed to review desired-state changes against policies and evidence.
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Agent & Tool Integration
Integration pathway
Open agent and tool ecosystems, such as Kagent or MCP-based tools, can be connected through defined integrations.
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Diagnosis today. Guardrails for autonomy tomorrow.
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01 / TODAY: PREVIEW
Read-only diagnosis
Summarize states and evidence. Make no changes.
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02 / NEXT STEP
Assisted Operations
Propose actions and require human approval before execution.
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03 / ROADMAP
Governed Autonomy
Tightly scoped, policy-governed operations with an audit trail.
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Contracts First · Evidence Driven · Human Controlled
No dependency on a single agent or model.
OpenKubes relies on defined interfaces and verifiable platform requirements. Depending on security and operating needs, the agent runtime can use your own in-house AI infrastructure or suitable external AI services.
Explore Agentic AI Operations for your platform.
Looking to evaluate AI-assisted diagnosis, agent integration, or a controlled pilot for your Kubernetes operations? Let us discuss architecture, data access, security boundaries, and a realistic first use case.
CTA: Discuss an Agentic AI pilotProduct status: The OpenKubes Console and diagnostic functionality shown include preview and demo features. Catalog entries do not automatically represent production-ready agents or agents available on every cluster. Autonomous remediation is a development goal, not a currently promised product feature.
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Planning a Kubernetes platform modernization or looking to reduce infrastructure dependencies?
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In a first conversation, we can explore:
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Your current platform architecture
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Vendor and infrastructure dependencies
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Security and governance requirements
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Where OpenKubes could fit