CinemaOps is the FleetOps agent fleet re-skinned for a video studio: a Gemini 3 Flash planner routes questions to analyst agents whose only SQL path is the official mcp-clickhouse MCP server — no hand-rolled DB glue, no hallucinated endpoints.
It detects viewership anomalies against per-show baselines, ingests ops events (CDN drains, transcode drift) into a persistent memory bank, and grounds every answer in cited rows.
One self-contained Cloud Run container runs ClickHouse + the app; boot seeds a deterministic 6,048-row dataset with two planted incidents so any judge can reproduce the demo exactly — live at the URL in our write-up.
Built With
- clickhouse
- cloud
- gemini-3-flash
- google-adk
- mcp-(mcp-clickhouse)
- python
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