The Data Plane is the “hands” of the MindLab system. It is the probabilistic, subsymbolic execution layer where the specialist agents (Capsules) perform their work. The Data Plane is responsible for retrieving domain knowledge from the Context Spine, reading and writing to memory tiers, calling external tools and services, and producing outputs that comply with predefined schemas.

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Key Components

  • Capsules: The self-contained, version-controlled, and distributable units of work that encapsulate a team of specialized AI agents.
  • Context Spine: The knowledge backbone for short, high-signal retrieval and positional optimization.
  • Verifiable Artifacts: The outputs produced by the Capsules, which are measured by the Evaluation Loop.