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- Move analytics endpoints to Postgres with agent filtering that matches both stamps (api_key for external traffic, agent_id for owner/headless) - Add tool & schedule analytics, token grouping (model/agent/source) and side-channel toggle - Merge chat/system/webhook/workflow/schedule events into one logs timeline with level/type/search filters - Stamp user/agent on tool_call_attempts at propose time (migration 0018) and backfill via parent message - Frontend: revamped Analytics charts and Logs page