HotCost — day close that cannot invent a dollar
Read-only film-production finance investigator. ADK orchestrates, mcp-clickhouse retrieves, Python owns every dollar, Gemini explains, a named human decides.
Core trick
Python computes every dollar figure from read-only ClickHouse queries, while Gemini only explains results and a named human makes the final call.