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Deployment pattern

Model Deployment Gate

A deployment pattern, not a shipped integration. Route a model-promotion tool call through aga-proxy and retain the recorded policy decision for a reviewer to check offline. The record is not proof that the release ran, and not every refusal produces a receipt.

Model Release Pipelines
01

Target System

Model release pipelines and registries, where a customer's reviewer later asks which model versions were approved for production and on what policy.

02

What the gateway would sign

The release decision
PERMITTED or DENIED for the tool call that promotes a model, with the tool name, an arguments hash and the SHA-256 of the policy's canonical JSON.
The reason
Why the policy refused it, for example a tool the policy does not allow. In 3.6.0 through 3.6.2 a path-constraint denial names the offending path, and a denied-pattern denial names the matched pattern.
The order
Each receipt hash-links to the one before it, and a signed checkpoint binds the set.
03

What you build: not shipped

Routing
Make the promote step a tools/call that passes aga-proxy. Nothing in the published packages hooks a CI/CD pipeline or a model registry.
Digests
If the decision should depend on a model or SBOM digest, your tool passes it as an argument. aga-proxy's rules are tool allowlists, rate limits, and path and substring checks (known issue 10 on /security says what they check), not digest comparison.
Blocking
In-path, aga-proxy does not forward a call it denies. Whether the pipeline has another route to production is a property of your deployment.
The policy
aga-proxy's default profile, permissive, denies nothing on policy grounds; policy denial needs --profile standard or restrictive, or a --policy file in allowlist or denylist mode. The built-in profiles name example tools, so rules for your own tools need a custom --policy.
04

What the record proves, and does not

  • Which release decisions passed the gateway, signed and in order, as the verifier parses them: a field name repeated in the file still verifies, because the verifiers read the last copy (known issue 5 on /security)
  • Checkable offline by an auditor, against a key you gave them in advance
  • Not that every release went through the gateway, or that a permitted release ran
  • Nothing about model weights, training data or human approvals

Sample bundle

The same representative sample bundle offered site-wide: four Ed25519-signed receipts, Merkle proofs, a signed checkpoint, and an offline verifier. There is no deployment-gate-specific variant.