{"slug":"multicluster-ai-inventory-controller","name":"Multi-cluster AI inventory controller","hackathon":"solo-mcp-ai-agents-2026","tagline":"Kubernetes-native controller that inventories AI infrastructure across clusters, inspired by agentregistry.","placement":{"status":"track-winner","awards":["Explore agentregistry — winner"],"track":"explore-agentregistry"},"team":{"size":1,"members":["Denys Vasyliev"],"countries":["GB"]},"problem":"Enterprises lose track of which agents, MCP servers and AI resources run across many clusters.","solution":"A multi-cluster inventory controller modelled on agentregistry concepts.","demo_moment":null,"build_style":"software-only","tech":{"stack":["kubernetes","agentregistry","controller-runtime"],"ai_patterns":["agent"]},"domains":["agent-infrastructure","cloud-native-infra"],"analysis":{"why_it_stood_out":[{"claim":"Strong thinking about scalable AI infrastructure management.","basis":"organizer-stated","source":0},{"claim":"Author is a long-time contributor to the organizer's kagent project — deep familiarity with maintainers' priorities.","basis":"organizer-stated","source":0}],"mechanisms":["sponsor-platform-mastery","visible-engineering-depth","complete-submission-package"],"judging_lens":["technical-depth","sponsor-api-use"],"lessons":["In open-source hackathons, prior contribution history is an advantage; newcomers should target the Starter track or contribute early."],"confidence":"low"},"links":{"devpost":null,"repo":null,"demo":null,"video":null},"sources":[{"url":"https://www.solo.io/blog/celebrating-the-winners-of-the-2026-hackathon-for-mcp-ai-agents","kind":"official-results","retrieved_at":"2026-09-14"}],"curator_notes":"Stack entry controller-runtime is an assumption from 'Kubernetes-native controller'; verify from repo."}