{"slug":"frugalia","name":"Frugalia","hackathon":"solo-mcp-ai-agents-2026","tagline":"Agentic FinOps platform that detects, analyzes and resolves infrastructure waste in Kubernetes clusters.","placement":{"status":"track-winner","awards":["Building Cool Agents — winner"],"track":"building-cool-agents"},"team":{"size":1,"members":["Salvador Arreola"],"countries":["MX"]},"problem":"Kubernetes clusters accumulate idle and oversized resources that teams pay for without noticing.","solution":"Agents built on kagent, kgateway and kmcp continuously find waste, explain it and act to resolve it.","demo_moment":null,"build_style":"software-only","tech":{"stack":["kubernetes","kagent","kgateway","kmcp"],"ai_patterns":["agent","mcp-server"]},"domains":["cloud-native-infra"],"analysis":{"why_it_stood_out":[{"claim":"Practical and impactful: continuous cost optimization for real teams.","basis":"organizer-stated","source":0},{"claim":"Strong submission package — the organizer called out the blog, the video and the repository.","basis":"organizer-stated","source":0},{"claim":"Uses three of the organizer's own projects together, the deepest platform fit in its track.","basis":"curator-inference"}],"mechanisms":["sponsor-platform-mastery","takes-action","complete-submission-package"],"judging_lens":["impact","sponsor-api-use"],"lessons":["For online open-source hackathons, the write-up and video are the demo — invest in them like a live pitch."],"confidence":"medium"},"links":{"devpost":null,"repo":null,"demo":null,"video":null,"blog":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"}]}