Describe a stack. Get one that is valid.
A language model proposes; the registry decides. Whatever it infers has to pass the same checks as a stack someone wrote by hand.

How it stays honest
Infer
Foundry asks a model which resource types the description needs.
Gate the types
Types outside the registry are rejected and reported, never invented.
Constrain the properties
Each property must fit the resource type's own schema.
Wire and check
References are connected and checked for cycles before a single row is written.
Clear and plan
The stack goes through the governance validator and comes back with a plan already computed.
Synthesis needs a model API key configured on the server. Without one it does not run.
Where it fits
Synthesis produces a stack record and a plan. Nothing is applied until a person or an agent applies it through the usual gates. You can refine a draft with another instruction and start from a template.
Questions about this tool?
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