A weekend outing planner for families with small children. Register the area you live in and the agent keeps collecting local events from the web into a database, then uses vector search to surface the ones closest to your tastes. Pick one and it builds a full day around it, including travel, meals and places to change a nappy.
The name of the award itself points at where the evaluation landed: depth of engineering. Rather than curating events by hand, the entry wires up a full pipeline, from scheduled collection through Cloud Workflows to storage in Firestore and embedding-based recommendation on top. The problem is well chosen too. Going out with small children carries a lot of constraints, and building in details like nappy-changing spots suggests something made by someone who actually needs it.
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