bubseek is a self-driven insight Agent built on OceanBase seekdb that records every thought, tool call, and result as structured, queryable traces — making observability an intrinsic part of agent operation, not a bolted-on afterthought.
Traditional BI workflows require weeks of ticket queues and dedicated dashboards; bubseek replaces that with conversational data consumption — tell the agent what you want, and it generates notebooks, charts, and analysis reports on the fly.
Built on the open-source bub framework and seekdb's hybrid search engine, bubseek ships with five IM channel integrations, reactive notebook dashboards, scheduled tasks, and a unified data layer — ready to deploy without a standalone monitoring or BI stack.

AI seekdb

Content

When Your Agent Learns to Watch Itself

What bubseek Provides

Why Intrinsic Observability Matters Now

How It Works in Practice

The Data Layer: OceanBase seekdb

Why This Matters for Developers and Teams

Getting Started

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