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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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@@ -296,6 +296,8 @@ var providers = []Provider{
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// account to be on >= 30-day data retention or all requests
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// 400.
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Models: []Model{
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{ID: "claude-opus-5", Label: "Claude Opus 5", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "claude-sonnet-5", Label: "Claude Sonnet 5", InputPer1k: 0.003, OutputPer1k: 0.015, CacheReadPer1k: 0.0003, CacheCreationPer1k: 0.00375, ContextWindow: 1000000},
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{ID: "claude-fable-5", Label: "Claude Fable 5", InputPer1k: 0.010, OutputPer1k: 0.050, CacheReadPer1k: 0.001, CacheCreationPer1k: 0.0125, ContextWindow: 1000000},
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{ID: "claude-opus-4-8", Label: "Claude Opus 4.8", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "claude-opus-4-7", Label: "Claude Opus 4.7", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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@@ -355,6 +357,8 @@ var providers = []Provider{
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// Llama 3.3 70B entry kept unchanged — LiteLLM tracks only
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// per-region Llama 3 entries; standalone 3.3 not yet listed.
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Models: []Model{
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{ID: "anthropic.claude-opus-5", Label: "Claude Opus 5 (Bedrock)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "anthropic.claude-sonnet-5", Label: "Claude Sonnet 5 (Bedrock)", InputPer1k: 0.003, OutputPer1k: 0.015, CacheReadPer1k: 0.0003, CacheCreationPer1k: 0.00375, ContextWindow: 1000000},
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{ID: "anthropic.claude-opus-4-8", Label: "Claude Opus 4.8 (Bedrock)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "anthropic.claude-opus-4-7", Label: "Claude Opus 4.7 (Bedrock)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "anthropic.claude-opus-4-6", Label: "Claude Opus 4.6 (Bedrock)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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@@ -406,6 +410,8 @@ var providers = []Provider{
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// exists — the router denies unmeterable publishers rather than forward
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// them uncounted.
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Models: []Model{
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{ID: "claude-opus-5", Label: "Claude Opus 5 (Vertex)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "claude-sonnet-5", Label: "Claude Sonnet 5 (Vertex)", InputPer1k: 0.003, OutputPer1k: 0.015, CacheReadPer1k: 0.0003, CacheCreationPer1k: 0.00375, ContextWindow: 1000000},
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{ID: "claude-fable-5", Label: "Claude Fable 5 (Vertex)", InputPer1k: 0.010, OutputPer1k: 0.050, CacheReadPer1k: 0.001, CacheCreationPer1k: 0.0125, ContextWindow: 1000000},
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{ID: "claude-opus-4-8", Label: "Claude Opus 4.8 (Vertex)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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{ID: "claude-opus-4-7", Label: "Claude Opus 4.7 (Vertex)", InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625, ContextWindow: 1000000},
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@@ -0,0 +1,36 @@
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package catalog
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import (
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"testing"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/require"
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)
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// TestClaudeLineupSelectable pins the models Claude Code resolves to by
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// default. A model absent from the lineup can't be ticked on a provider
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// record, so llm_router denies it as not-routable and the operator has no
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// way to authorise the client's own default.
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func TestClaudeLineupSelectable(t *testing.T) {
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for providerID, wanted := range map[string][]string{
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"anthropic_api": {"claude-opus-5", "claude-sonnet-5", "claude-haiku-4-5"},
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"bedrock_api": {"anthropic.claude-opus-5", "anthropic.claude-sonnet-5", "anthropic.claude-haiku-4-5"},
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"vertex_ai_api": {"claude-opus-5", "claude-sonnet-5", "claude-haiku-4-5"},
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} {
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provider, ok := Lookup(providerID)
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require.True(t, ok, "catalog must define %s", providerID)
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selectable := make(map[string]Model, len(provider.Models))
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for _, m := range provider.Models {
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selectable[m.ID] = m
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}
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for _, id := range wanted {
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model, found := selectable[id]
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require.True(t, found, "%s must offer %s", providerID, id)
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assert.NotEmpty(t, model.Label, "%s/%s needs a label for the picker", providerID, id)
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assert.Positive(t, model.InputPer1k, "%s/%s needs an input rate", providerID, id)
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assert.Positive(t, model.OutputPer1k, "%s/%s needs an output rate", providerID, id)
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assert.Positive(t, model.ContextWindow, "%s/%s needs a context window", providerID, id)
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}
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}
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}
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@@ -47,17 +47,11 @@ var supplementalDefaults = map[string]map[string]Entry{
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"gpt-5-nano": {InputPer1k: 0.00005, OutputPer1k: 0.0004, CachedInputPer1k: 0.000005},
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},
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"anthropic": {
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// claude-opus-5 is not yet in the catalog lineup but gateway /
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// grandfathered traffic uses it; priced so it isn't skipped.
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"claude-opus-5": {InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625},
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// "kimi-k3[1m]" is the 1M-context alias some Claude Code guides
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// configure against Moonshot's Anthropic-compatible endpoint;
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// priced identically to kimi-k3 so those requests aren't skipped.
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"kimi-k3[1m]": {InputPer1k: 0.003, OutputPer1k: 0.015, CacheReadPer1k: 0.0003},
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},
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"bedrock": {
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"anthropic.claude-opus-5": {InputPer1k: 0.005, OutputPer1k: 0.025, CacheReadPer1k: 0.0005, CacheCreationPer1k: 0.00625},
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},
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}
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var (
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@@ -82,6 +82,11 @@ anthropic:
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output_per_1k: 0.015
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cache_read_per_1k: 0.0003
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cache_creation_per_1k: 0.00375
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claude-sonnet-5:
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input_per_1k: 0.003
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output_per_1k: 0.015
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cache_read_per_1k: 0.0003
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cache_creation_per_1k: 0.00375
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kimi-k3:
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input_per_1k: 0.003
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output_per_1k: 0.015
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@@ -145,6 +150,11 @@ bedrock:
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output_per_1k: 0.015
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cache_read_per_1k: 0.0003
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cache_creation_per_1k: 0.00375
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anthropic.claude-sonnet-5:
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input_per_1k: 0.003
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output_per_1k: 0.015
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cache_read_per_1k: 0.0003
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cache_creation_per_1k: 0.00375
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meta.llama3-3-70b-instruct:
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input_per_1k: 0.00072
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output_per_1k: 0.00072
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@@ -116,11 +116,13 @@ func TestDefaultTable_PinnedRates(t *testing.T) {
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assert.InDelta(t, 0.010, fable.InputPer1k, 1e-9, "claude-fable-5 input")
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assert.InDelta(t, 0.0125, fable.CacheCreationPer1k, 1e-9, "claude-fable-5 cache creation")
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// Supplementals present on their surfaces.
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// Every id below must stay priced whichever source provides it: the
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// catalog lineup for the current Claude 5 family, supplementalDefaults
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// for the ids the dashboard deliberately doesn't offer.
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for surface, ids := range map[string][]string{
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"openai": {"gpt-5", "gpt-5-mini", "gpt-5-nano"},
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"anthropic": {"claude-opus-5", "kimi-k3[1m]", "kimi-k3"},
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"bedrock": {"anthropic.claude-opus-5"},
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"anthropic": {"claude-opus-5", "claude-sonnet-5", "kimi-k3[1m]", "kimi-k3"},
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"bedrock": {"anthropic.claude-opus-5", "anthropic.claude-sonnet-5"},
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} {
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for _, id := range ids {
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_, ok := table[surface][id]
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