Frugalia
Agentic FinOps platform that detects, analyzes and resolves infrastructure waste in Kubernetes clusters.
Winning mechanism
complete submission package
Video, write-up/blog and repo are all strong; matters most in online judging.
14confirmed winners
14analyzed projects
2kinds of event
At open source community events
Kubernetes-native MCP governance
Monitors agentgateway and kagent resources, scores MCP security posture and adds AI risk analysis.
kagent-dotnet
Brings Microsoft Agent Framework agents into the kagent ecosystem via A2A.
Vision agent with ASL mode
A kagent-based agent that captures webcam photos and transforms them into AI-augmented media, with an American Sign Language mode.
MCP.STORE
A full e-commerce store used to demonstrate protocol-level MCP authentication and authorization that agents cannot bypass.
Kubernetes-native clinical MCP federation
Clinical AI agent platform that federates several MCP servers behind one endpoint to query MIMIC-IV securely.
Multi-cluster AI inventory controller
Kubernetes-native controller that inventories AI infrastructure across clusters, inspired by agentregistry.
At agency open data challenge events
2plant (NVS-knot)
Two weeks of daily planting windows per 100 m of field: is there enough moisture to germinate, and is the ground safe for machinery?
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Source links
▶ Video
HWO Exoplanet Characterization Platform (Asteroid Destroyer)
A 3D map of known exoplanets scored for habitability and detectability, to help the Habitable Worlds Observatory pick targets.
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Source links
▶ Video
Connected Earth Museum
Walk a 3D virtual museum where each painting opens a live NASA data visualization of how Earth's systems connect.
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Source links
▶ Video
42 QuakeHeroes
A U-Net deep network on decomposed seismic energy that finds the onset of moonquakes and marsquakes in noisy lander data.
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Source links
▶ Video
SkyShield (WMPGang)
A physically based 3D orrery that puts near-Earth objects and meteoroid streams in one view to show the overlooked hazard to satellites.
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Source links
▶ Video
WaterWise (GaamaRamma)
Map your field, enter the crop and irrigation system, and get a 7-day watering schedule computed from NASA-backed evapotranspiration data.
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Source links
SkySense (Team Twisters)
Ultra-local, personalized weather risk from NASA Earth observation data, with the safest time window for your activity.
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Source links
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