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Concepts

The foundational concepts behind Gearbox Agentic.

  • The Agent Loop — The 6-step cycle: Discover → Analyze → Propose → Preview → Execute → Monitor. Event-driven review triggers adapt pace to urgency.

  • Architecture & Tools — How agents and frontends share the same SDK. The Tool Visualization Map: one SDK method → one MCP tool → one UI component.

  • MCP Server — 16 tools exposed as MCP tool calls for LLM agents, mapped directly to SDK methods.