Kubernetes
Human View is the term as people read it. Machine View is exactly what an AI agent receives.
This is the page you're already on. The Human View toggle above shows it in full.
This is exactly what an AI agent receives. The same record, as JSON-LD, below.
Use this record in your app or agent
di get-glossary --slug kubernetesGET https://api.decisioninsights.ai/api/public/v1/glossary/1b5ac742-b58a-4964-a33d-c362e997790ecurl -X POST https://mcp.decisioninsights.ai/api/mcp-public \
-H "content-type: application/json" \
-H "accept: application/json, text/event-stream" \
-d '{"id":1,"jsonrpc":"2.0","method":"tools/call","params":{"arguments":{"slug":"kubernetes"},"name":"di_get_term"}}'The CLI command and the REST call for this record need a free account: run di login, or send your OAuth token. Over MCP it is free with none.
A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.
The record
This is what the machine sees: the exact JSON-LD an agent receives for this listing.
DefinedTerm
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/kubernetes/page/2/#definedterm",
"@type": "DefinedTerm",
"description": "Kubernetes is an open-source container orchestration platform used by enterprises to deploy, scale, and manage containerized applications across clusters and environments, providing a consistent control plane for workload scheduling, configuration, networking, and policy enforcement in cloud, on-premises, and hybrid architectures.",
"inDefinedTermSet": {
"@id": "https://decisioninsights.ai/term/#termset",
"@type": "DefinedTermSet",
"url": "https://decisioninsights.ai/term/"
},
"name": "Kubernetes",
"subjectOf": [
{
"@id": "https://decisioninsights.ai/suse-integrates-mcp-with-partners-to-connect-ai-agents-to-infrastructure/#blogposting",
"@type": "NewsArticle",
"headline": "SUSE integrates MCP with partners to connect AI agents to infrastructure",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/04/22/3278662/0/en/SUSE-and-Industry-Leaders-Deliver-Secure-Agentic-AI-for-Infrastructure-Management.html"
},
"url": "https://decisioninsights.ai/suse-integrates-mcp-with-partners-to-connect-ai-agents-to-infrastructure/"
},
{
"@id": "https://decisioninsights.ai/ai-factory-networking-genai-governance-and-security-advisories-week-of-april-6-2026/#blogposting",
"@type": "BlogPosting",
"headline": "AI factory networking, GenAI governance, and security advisories - Week of April 6, 2026",
"url": "https://decisioninsights.ai/ai-factory-networking-genai-governance-and-security-advisories-week-of-april-6-2026/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-and-spectro-cloud-detail-an-ai-factory-platform/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks and Spectro Cloud detail an AI Factory platform",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Yohan Kattackel Bobby"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
"name": "Aviz Networks"
},
"url": "https://aviznetworks.com/resources/blogs/are-ai-factories-finally-becoming-a-repeatable-multi-tenant-platform"
},
"url": "https://decisioninsights.ai/aviz-networks-and-spectro-cloud-detail-an-ai-factory-platform/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-partners-with-spectro-cloud-to-unify-operations-for-nvidia-ai-infrastructure/#blogposting",
"@type": "NewsArticle",
"headline": "Aviz Networks partners with Spectro Cloud to unify operations for NVIDIA AI infrastructure",
"isBasedOn": {
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"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
"name": "Aviz Networks"
},
"url": "https://aviznetworks.com/newsroom/aviz-spectro-cloud-nvidia-ai-factory-infrastructure-as-a-service"
},
"url": "https://decisioninsights.ai/aviz-networks-partners-with-spectro-cloud-to-unify-operations-for-nvidia-ai-infrastructure/"
},
{
"@id": "https://decisioninsights.ai/abi-research-publishes-telco-cloud-native-platform-ranking/#blogposting",
"@type": "NewsArticle",
"headline": "ABI Research publishes telco cloud-native platform ranking",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "Cision"
},
"url": "https://www.prnewswire.com/apac/news-releases/wind-river-red-hat-and-rakuten-symphony-lead-abi-researchs-telco-cloud-native-platform-ranking-302646075.html"
},
"url": "https://decisioninsights.ai/abi-research-publishes-telco-cloud-native-platform-ranking/"
},
{
"@id": "https://decisioninsights.ai/suse-introduces-suse-rancher-for-aws-container-management-platform/#blogposting",
"@type": "NewsArticle",
"headline": "SUSE introduces SUSE Rancher for AWS container management platform",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/12/02/3198022/0/en/SUSE-Introduces-AI-ready-Container-Management-Platform-Powered-by-AWS.html"
},
"url": "https://decisioninsights.ai/suse-introduces-suse-rancher-for-aws-container-management-platform/"
},
{
"@id": "https://decisioninsights.ai/rafay-systems-and-aviz-networks-deliver-integrated-orchestration-for-gpu-cloud-infrastructures/#blogposting",
"@type": "NewsArticle",
"headline": "Rafay Systems and Aviz Networks deliver integrated orchestration for GPU cloud infrastructures",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Aviz Networks"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
"name": "Aviz Networks"
},
"url": "https://aviznetworks.com/newsroom/aviz-and-rafay-partner-to-deliver-full-stack-gpu-cloud-orchestration-with-ai-ready-networking"
},
"url": "https://decisioninsights.ai/rafay-systems-and-aviz-networks-deliver-integrated-orchestration-for-gpu-cloud-infrastructures/"
},
{
"@id": "https://decisioninsights.ai/buoyant-and-carahsoft-partner-to-make-service-mesh-for-kubernetes-available-to-the-public-sector/#blogposting",
"@type": "NewsArticle",
"headline": "Buoyant and Carahsoft Partner to Make Service Mesh for Kubernetes Available to the Public Sector",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/11/19/3191009/0/en/Buoyant-and-Carahsoft-Partner-to-Make-Service-Mesh-for-Kubernetes-Available-to-the-Public-Sector.html"
},
"url": "https://decisioninsights.ai/buoyant-and-carahsoft-partner-to-make-service-mesh-for-kubernetes-available-to-the-public-sector/"
},
{
"@id": "https://decisioninsights.ai/cisa-adds-vulnerabilities-to-kev-catalog-and-market-forecasts-week-of-november-17-2025/#blogposting",
"@type": "BlogPosting",
"headline": "CISA adds vulnerabilities to KEV Catalog and market forecasts - Week of November 17, 2025",
"url": "https://decisioninsights.ai/cisa-adds-vulnerabilities-to-kev-catalog-and-market-forecasts-week-of-november-17-2025/"
},
{
"@id": "https://decisioninsights.ai/daily-intelligence-brief-eviden-and-baidu-introduce-enhanced-ai-solutions-november-13-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Daily Intelligence Brief: Eviden and Baidu Introduce Enhanced AI Solutions - November 13, 2025",
"url": "https://decisioninsights.ai/daily-intelligence-brief-eviden-and-baidu-introduce-enhanced-ai-solutions-november-13-2025/"
},
{
"@id": "https://decisioninsights.ai/haproxy-technologies-launches-haproxy-unified-gateway-to-simplify-kubernetes-traffic-management/#blogposting",
"@type": "NewsArticle",
"headline": "HAProxy Technologies Launches HAProxy Unified Gateway to Simplify Kubernetes Traffic Management",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/11/12/3186648/0/en/HAProxy-Technologies-Launches-HAProxy-Unified-Gateway-to-Simplify-Kubernetes-Traffic-Management.html"
},
"url": "https://decisioninsights.ai/haproxy-technologies-launches-haproxy-unified-gateway-to-simplify-kubernetes-traffic-management/"
},
{
"@id": "https://decisioninsights.ai/solo-io-brings-agent-skills-to-the-kubernetes-ecosystem/#blogposting",
"@type": "NewsArticle",
"headline": "Solo.IO Brings Agent Skills to the Kubernetes Ecosystem",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
"@type": "Organization",
"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2025/11/12/3186540/0/en/Solo-io-Brings-Agent-Skills-to-the-Kubernetes-Ecosystem.html"
},
"url": "https://decisioninsights.ai/solo-io-brings-agent-skills-to-the-kubernetes-ecosystem/"
}
],
"url": "https://decisioninsights.ai/term/kubernetes/page/2/"
}
WebSite
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/#website",
"@type": "WebSite",
"name": "Decision Insights",
"potentialAction": {
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://decisioninsights.ai/search/?q={search_term_string}\u0026submit=1"
}
},
"publisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai"
}
Organization
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/#organization",
"@type": "Organization",
"contactPoint": {
"@type": "ContactPoint",
"contactType": "customer support",
"email": "[email protected]"
},
"description": "Decision Insights is a Registry of technology companies, open source projects, and industry terms, built for people and for AI agents that need sourced, structured information.",
"logo": {
"@type": "ImageObject",
"url": "https://wiretap-cdn-assets.nyc3.cdn.digitaloceanspaces.com/decision-insights/[email protected]"
},
"name": "Decision Insights",
"parentOrganization": {
"@type": "Organization",
"name": "Wiretap Labs",
"sameAs": [
"https://www.linkedin.com/company/wiretap-labs",
"https://www.crunchbase.com/organization/wiretap-labs"
],
"url": "https://wiretaplabs.com"
},
"publishingPrinciples": "https://decisioninsights.ai/standards/",
"sameAs": [
"https://www.linkedin.com/company/decisioninsights"
],
"url": "https://decisioninsights.ai"
}
BreadcrumbList
{
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"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"item": "https://decisioninsights.ai",
"name": "Decision Insights",
"position": 1
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/term/",
"name": "Glossary",
"position": 2
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/term/kubernetes/page/2/",
"name": "Kubernetes",
"position": 3
}
]
}
CollectionPage
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/kubernetes/page/2/",
"@type": "CollectionPage",
"dateModified": "2026-08-24T03:51:04Z",
"description": "Kubernetes is an open-source container orchestration platform used by enterprises to deploy, scale, and manage containerized applications across clusters and environments, providing a consistent control plane for workload scheduling, configuration, networking, and policy enforcement in cloud, on-premises, and hybrid architectures.",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/term/kubernetes/page/2/#definedterm"
},
"name": "Kubernetes",
"sdDatePublished": "2026-08-24",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/kubernetes/page/2/"
}
What we add
Graph
A glossary entry defines a term and stops there. It doesn't show where the term is actually being used or written about. We track and link every article that covers it.
NewsArticle SUSE integrates MCP with partners to connect AI agents to infrastructure
BlogPosting AI factory networking, GenAI governance, and security advisories - Week of April 6, 2026
BlogPosting Aviz Networks and Spectro Cloud detail an AI Factory platform
and 9 more on this page
The person who sent this agent gets an answer they can act on
Somebody dispatched this agent to evaluate Kubernetes for a real decision: a shortlist, a vendor comparison, a purchase. "Kubernetes makes X" isn't something they can act on; they need to know the claim is real and where it came from. Follow one enriched link from Act 2 and see what the agent can actually hand back to them:
- The record DefinedTerm Kubernetes
- One of its 12 linked records NewsArticle SUSE integrates MCP with partners to connect AI agents to infrastructure https://decisioninsights.ai/suse-integrates-mcp-with-partners-to-connect-ai-agents-to-infrastructure/
- The primary source CreativeWork globenewswire.com https://www.globenewswire.com/news-release/2026/04/22/3278662/0/en/SUSE-and-Industry-Leaders-Deliver-Secure-Agentic-AI-for-Infrastructure-Management.html
Our summary is written by Decision Insights Record. The source keeps its own byline. Both are in the JSON.