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[proxy,management] Conform the Agent Network endpoint to the LLM gateway protocol (#7154)
[proxy,management] Conform the Agent Network endpoint to the LLM gateway protocol Reviewed the proxy against Claude Code's published gateway contract. The transport layer already held up; fourteen gaps sat one layer up, in the model catalog and in the non-inference endpoints clients call. Two of them cost money. The catalog carried no claude-opus-5 or claude-sonnet-5, so an operator could not authorise the models coding agents default to — those requests denied as not-routable, or priced at zero where a catch-all carried them. And gateway records pin ParserID "openai" while the same record serves /v1/messages, so Anthropic responses were read with the OpenAI parser, which never looks at message_start where input tokens live: input metered as roughly zero on every stream and cost was skipped entirely. The rest fix requests refused for structural rather than policy reasons: model discovery denied for every account with a model allowlist, token counting denied on Bedrock and mis-parsed on Vertex, startup probes refused and written into the access log at every session start, and denials rendered in a shape no LLM client parses. Two changes are additive by design — the deny body keeps every field it had and adds the vendor's error object alongside, and body-level identity injection is now gated on the request's dialect so it stops sending OpenAI-shape fields into Anthropic bodies that reject them. The end-to-end work turned up one more: the discovery filter treated any slash in a model id as a gateway prefix, which would have dropped every self-hosted "Qwen/..." model from the picker.
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@@ -84,6 +84,15 @@ func (m *Middleware) Invoke(ctx context.Context, in *middleware.Input) (*middlew
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return allowNoAttribution(), nil
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}
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// Model-listing and other non-inference endpoints carry no model, and
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// management's per-model allowlist fails closed on an empty one. The
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// router has already authorised the route against the caller's groups
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// and the request consumes no tokens, so gating it on a model that
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// cannot exist would only break gateway model discovery.
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if lookupKV(in.Metadata, middleware.KeyLLMNonInference) == "true" {
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return allowNoAttribution(), nil
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}
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providerID := lookupKV(in.Metadata, middleware.KeyLLMResolvedProviderID)
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if providerID == "" {
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// llm_router didn't emit a resolved provider id — usually
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@@ -117,7 +126,7 @@ func (m *Middleware) Invoke(ctx context.Context, in *middleware.Input) (*middlew
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}
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if resp.GetDecision() == "deny" {
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return denyFromManagement(resp), nil
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return denyFromManagement(resp, lookupKV(in.Metadata, middleware.KeyLLMProvider)), nil
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}
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return allowFromManagement(resp), nil
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}
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@@ -161,7 +170,7 @@ func allowFromManagement(resp *proto.CheckLLMPolicyLimitsResponse) *middleware.O
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// envelope. The deny code surfaces verbatim through the framework's
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// fixed JSON template; arbitrary middleware bytes can't reach the
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// wire.
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func denyFromManagement(resp *proto.CheckLLMPolicyLimitsResponse) *middleware.Output {
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func denyFromManagement(resp *proto.CheckLLMPolicyLimitsResponse, surface string) *middleware.Output {
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code := resp.GetDenyCode()
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if code == "" {
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code = "llm_policy.cap_exceeded"
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@@ -176,6 +185,7 @@ func denyFromManagement(resp *proto.CheckLLMPolicyLimitsResponse) *middleware.Ou
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DenyReason: &middleware.DenyReason{
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Code: code,
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Message: denyMessageForCode(code),
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Surface: surface,
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},
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Metadata: []middleware.KV{
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{Key: middleware.KeyLLMPolicyDecision, Value: "deny"},
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