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Fluid Forge

FLUID Forge Overview

FLUID Forge is a declarative framework for defining data products in a single contract and then validating, planning, and applying them across providers.

Core flow:

contract.fluid.yaml -> fluid validate -> fluid plan -> fluid apply

The contract can express:

  • product identity and ownership
  • schema and exposure definitions
  • build patterns and transformations
  • data quality expectations
  • governance and access rules
  • provider-specific bindings
  • optional sovereignty and AI governance
  • optional semantic truth modeling in FLUID 0.7.5

For this GPT packet, the important behavior is:

  • draft from a compact reference set
  • ask provider-specific questions
  • avoid invented governance
  • require validation and plan review before finality