Fix openapi generated files

The docs still described the retired proxy-side pricing: pricing.Loader,
  pricing_path, MiddlewareDataDir, embedded defaults_pricing.yaml, and the
  symlink-safe Unix loader. Rewrite them for the current design — management
  synthesizes the whole table and ships it in cost_meter's ConfigJSON, so the
  proxy carries no price list and has nothing to reload.

AGENTS.md

@@ -1,6 +1,6 @@
 # NetBird Agent Guidelines
 
-**NetBird** is an open-source connectivity platform: a WireGuard®-based overlay
+**NetBird** is an open source connectivity platform: a WireGuard®-based overlay
 network with a control plane. The **agent** (`client/`) runs on user machines as
 a privileged daemon and manages the WireGuard interface, routing, firewall, and
 DNS. **Management** (`management/`) is the control plane and REST/gRPC API,

CONTRIBUTING.md

@@ -478,7 +478,7 @@ go test -race ./client/internal/dns/...
 
 ## Checklist before submitting a PR
 
-As a critical network service and open-source project, we must enforce a few
+As a critical network service and open source project, we must enforce a few
 things before submitting a pull request. The
 [pull request template](/.github/pull_request_template.md) mirrors this list —
 fill it in rather than deleting it.

README.md

@@ -130,7 +130,7 @@ In November 2022, NetBird joined the [StartUpSecure program](https://www.forschu
 ![CISPA_Logo_BLACK_EN_RZ_RGB (1)](https://user-images.githubusercontent.com/700848/203091324-c6d311a0-22b5-4b05-a288-91cbc6cdcc46.png)
 
 ### Acknowledgements
-We build on open-source technologies like [WireGuard®](https://www.wireguard.com/), [Pion ICE](https://github.com/pion/ice), and [Rosenpass](https://rosenpass.eu). We greatly appreciate the work these projects are doing, and we'd love it if you could support them too (e.g., by starring or contributing).
+We build on open source technologies like [WireGuard®](https://www.wireguard.com/), [Pion ICE](https://github.com/pion/ice), and [Rosenpass](https://rosenpass.eu). We greatly appreciate the work these projects are doing, and we'd love it if you could support them too (e.g., by starring or contributing).
 
 ### Legal
 This repository is licensed under the BSD-3-Clause license, which applies to all parts of the repository except for the directories management/, signal/ and relay/.

SECURITY.md

@@ -14,7 +14,7 @@ Report security issues one of these two ways:
   on this repository. This is the preferred route: it keeps the discussion, the draft advisory, and the credit in one place.
 - **Email** — `security@netbird.io`.
 
-If the finding affects NetBird Cloud or our hosted infrastructure rather than the open-source code, email us rather than
+If the finding affects NetBird Cloud or our hosted infrastructure rather than the open source code, email us rather than
 filing a repository report.
 
 ### What to include

docs/agent-networks/01-end-to-end-flows.md

@@ -115,7 +115,7 @@ sequenceDiagram
         Resp->>Resp: parse usage tokens, completion
         Note over Resp: capture_completion gates raw<br/>completion capture
         Resp->>Cost: tokens
-        Cost->>Cost: lookup pricing.yaml + compute cost
+        Cost->>Cost: lookup rates from config-delivered<br/>pricing table + compute cost
         Cost->>Rec: tokens + cost
         Rec->>MgmtGrpc: RecordLLMUsage(provider, model, prompt_t, completion_t, cost, groups, user)
         Rec-->>Log: emit access-log entry<br/>(if EnableLogCollection)

docs/agent-networks/modules/21-management-agentnetwork.md

@@ -15,6 +15,10 @@ Inside the package: `manager.go` is the CRUD + permissions-gated facade; `synthe
 | ---- | ---- |
 | `agentnetwork/manager.go` | Manager interface + CRUD + permission gates + bootstrap-settings + reconcile trigger |
 | `agentnetwork/synthesizer.go` | Settings/policy → wire-format synthesis; sole writer of the proxy middleware chain |
+| `agentnetwork/synthesizer_pricing.go` | `buildCostMeterConfigJSON` — default table + per-provider prices → `cost_meter` config |
+| `agentnetwork/pricing/defaults.go` | Default pricing table derived from the catalog + supplementals; `DefaultTable`, `LookupDefault`, wire `Entry` |
+| `agentnetwork/pricing/override.go` | `LoadFile`/`StartReloader` for `AgentNetwork.PricingDefaultsFile` (mtime poll, merge over compiled-in base) |
+| `agentnetwork/pricing/{exampleyaml,gen}.go` | Generates `defaults_llm_pricing.example.yaml` from the compiled-in table (golden-tested) |
 | `agentnetwork/policyselect.go` | Per-request policy attribution + account-budget ceiling (min-wins) |
 | `agentnetwork/reconcile.go` | Per-account synth diff vs in-memory cache → Create/Update/Delete |
 | `agentnetwork/catalog/catalog.go` | Static provider catalogue (auth headers, identity-injection shapes) |
@@ -48,6 +52,8 @@ flowchart TD
     I --> J[indexProviderGroups: providerID -> sorted source groups]
     J --> K[buildRouterConfigJSON drops orphan providers]
     J --> L[buildIdentityInjectConfigJSON per catalog entry]
+    J --> K2[buildCostMeterConfigJSON: default table + per-provider prices]
+    K2 --> P
     H --> M[mergeGuardrails: union allowlist, OR redact]
     M --> N[applyAccountCollectionControls account toggle = SOLE capture control]
     N --> O[marshalGuardrailConfig]
@@ -60,6 +66,84 @@ flowchart TD
     R --> T[accountManager.UpdateAccountPeers — fans synth ACLs into network map]
 ```
 
+### LLM pricing (management is the sole authority)
+
+**The proxy carries no price list.** Management synthesizes the entire pricing
+table and ships it inside `cost_meter`'s `ConfigJSON`, so a price change reaches
+the proxies as an ordinary mapping push — the chain rebuild installs a fresh
+table and there is nothing to reload on the proxy side.
+
+```mermaid
+flowchart TD
+    A[catalog.All — PricingSurfaces x Models] --> B[buildDefaultTable + supplementalDefaults]
+    B --> C{AgentNetwork.PricingDefaultsFile}
+    C -- absent --> D[compiled-in table serves]
+    C -- loaded --> E[LoadFile: merge file entries WHOLE over compiled base]
+    E --> F[mergedTable atomic.Pointer]
+    D --> G[DefaultTable]
+    F --> G
+    G --> H[buildCostMeterConfigJSON — pricing.defaults]
+    I[types.Provider.Models operator prices] --> J[normalizePricingModelID<br/>bedrock ARN/region/version, vertex @version]
+    J --> K[materializeEntry: default entry as base,<br/>operator input/output verbatim,<br/>cache pointers only when non-nil]
+    K --> L[pricing.providers keyed by provider record ID]
+    H --> M[cost_meter ConfigJSON]
+    L --> M
+    G --> N[GET /catalog — applyDefaultPricing prefills dashboard rows]
+    O[StartReloader: mtime poll every ReloadInterval 1m] --> E
+```
+
+**Two tiers, resolved per request on the proxy** (`synthesizer_pricing.go:22-35`):
+
+- `pricing.defaults` — surface (`openai`/`anthropic`/`bedrock`) → normalized model
+  id → rates. The **full** default table ships to every account: it is small
+  (~10 KB) and it is what keeps gateway-style providers (which enumerate no
+  models, so they claim every model) priced.
+- `pricing.providers` — provider **record** id → normalized model id → rates,
+  matched against the `llm.resolved_provider_id` the router stamps. Entries are
+  **fully materialized here**, at synth time: `materializeEntry` starts from the
+  default entry for that model so cache rates the operator didn't state are
+  inherited, overlays operator `input`/`output` verbatim (**including an explicit
+  0**, which prices a self-hosted or internal endpoint as free rather than
+  silently reverting to list price), and overlays cache-rate **pointers only when
+  non-nil** — `nil` means "inherit the default", an explicit `0` means "no
+  discount, bill this bucket at the input rate". The proxy therefore does two map
+  lookups and no merging.
+
+Same orphan rule as the router: a provider no enabled policy authorises is
+unreachable, so its prices aren't shipped. Model ids are normalized with the
+**same** functions the request parser uses (`NormalizeBedrockModel` /
+`NormalizeVertexModel`), which is what makes the per-record lookup key compare
+equal to the `llm.model` the proxy meters. Post-normalization duplicates resolve
+first-occurrence-wins, matching the routing dedup order.
+
+**`AgentNetwork.PricingDefaultsFile`** (`config.go:190-207`) lets an operator
+replace default rates without a rebuild. Schema is `surface → model → rates`
+(`input_per_1k`, `output_per_1k`, and optional `cached_input_per_1k` /
+`cache_read_per_1k` / `cache_creation_per_1k`). Semantics:
+
+- A **relative** path resolves against `<Datadir>`, so a bare filename lands
+  alongside the store. Empty config probes `<Datadir>/defaults_llm_pricing.yaml`.
+- An **explicitly configured** path is *required to load*: a typo or malformed
+  file fails startup, because the operator believes those rates are live. The
+  conventional probe is optional — an absent file just serves compiled-in
+  defaults, and the path stays watched in case it appears later.
+- File entries **replace** the compiled-in entry for the same (surface, model)
+  **whole** — they are not field-merged, so an entry must repeat the cache rates
+  it wants to keep. Everything the file doesn't mention keeps built-in rates.
+- Unknown YAML fields are rejected (`KnownFields(true)`) and every rate must be
+  finite and non-negative — the same constraints the HTTP API enforces on
+  operator per-provider prices.
+- Reload is an mtime poll (`ReloadInterval`, 1 min) and is **lenient at runtime**:
+  a parse error keeps the previous table, a deleted file reverts to compiled-in
+  defaults. A mid-edit save can never take pricing down.
+
+The live table feeds **both** consumers, which is what keeps them consistent: the
+synthesizer (what proxies actually bill with) and `GET /api/agent-network/catalog`
+via `applyDefaultPricing` (what the dashboard's model-row prices prefill with).
+`defaults_llm_pricing.example.yaml` is generated from the compiled-in table
+(`go generate ./management/internals/modules/agentnetwork/pricing`) and
+golden-tested, so operators start from a file matching the built-in rates exactly.
+
 ### Budget rule resolution (min-wins, group+user bound)
 
 ```mermaid
@@ -124,7 +208,7 @@ At request time the path is independent: the proxy calls `SelectPolicyForRequest
   | on_request | 3 | `llm_identity_inject` | `{"providers":[{provider_id, header_pair?, json_metadata?, extra_headers?}]}` | **true** |
   | on_request | 4 | `llm_guardrail` | `{"provider_allowlists"?: {providerID: []model}, "prompt_capture":{enabled,redact_pii}}` | – |
   | on_response | 5 | `llm_limit_record` | `{}` (runs LAST at runtime) | – |
-  | on_response | 6 | `cost_meter` | `{}` | – |
+  | on_response | 6 | `cost_meter` | `{"pricing":{"defaults":{surface:{model:rates}},"providers"?:{providerRecordID:{model:rates}}}}` — rates are `{input_per_1k, output_per_1k, cached_input_per_1k?, cache_read_per_1k?, cache_creation_per_1k?}` | – |
   | on_response | 7 | `llm_response_parser` | `{"capture_completion": <bool>, "redact_pii"?: true}` | – |
 - **Synthesized service shape** (`synthesizer.go:739`): `Mode=HTTP`, `Private=true`, `Domain=<subdomain>.<cluster>`, `AccessGroups=unionSourceGroups(enabledPolicies)`, one `TargetTypeCluster` target with `Host=noop.invalid:443` (router rewrites per request), `Options.{DirectUpstream,AgentNetwork}=true`, `DisableAccessLog=!settings.EnableLogCollection`, `CaptureMax{Req,Resp}Bytes=1<<20`, `CaptureContentTypes=["application/json","text/event-stream"]`.
 
@@ -139,6 +223,12 @@ At request time the path is independent: the proxy calls `SelectPolicyForRequest
 - **Orphan providers (no enabled policy authorises them) NEVER reach the router** (`synthesizer.go:351-357`); skipped from `identity_inject` for symmetry.
 - **Provider creation refuses empty `api_key`** (`manager.go:175`); **deletion refuses while any policy still references it** (`manager.go:265-273`).
 - **Session keypair stability across provider edits** (`manager.go:226-228`) — server-managed, copied through every `UpdateProvider`, never API-surfaced.
+- **Management is the sole pricing authority.** The proxy has no embedded price list, so an account whose `cost_meter` config carries no `pricing` block bills **nothing** (`cost.skipped=unknown_model`, $0) rather than falling back to stale built-ins. The top-level `pricing` wrapper is also the feature-detection signal in both directions: an old proxy ignores it as an unknown field, and a new proxy reads its absence as "old management".
+- **Per-provider prices are materialized at synth time, not merged on the proxy** (`synthesizer_pricing.go:114-131`). A per-record entry is always complete, so the proxy's lookup is per-record-then-defaults with no field-level fallback between tiers.
+- **An explicit operator price of `0` prices the model as free** — it must not be treated as "unset" and reverted to list price (`synthesizer_pricing.go:49-54`). Only *cache*-rate fields distinguish unset from zero, via `*float64`.
+- **Pricing model ids are normalized with the same functions the request parser uses** (`normalizePricingModelID`). If the two ever diverge, per-record prices silently stop matching and every request falls through to surface defaults.
+- **The default table's coverage is structural, not curated.** It is derived from the catalog via each provider's `PricingSurfaces`; `TestDefaultTable_CoversEveryCatalogModel` fails on an unpriced catalog model and `TestDefaultTable_NoConflictingContributions` fails if two providers contribute the same (surface, model) at different rates.
+- **A pricing-defaults file failure is fatal only at startup, and only for an explicitly configured path.** Runtime reload failures keep the previous table; a deleted file reverts to compiled-in defaults (`pricing/override.go:62-81, 113-148`).
 
 ## Things to scrutinize
 
@@ -176,10 +266,12 @@ At request time the path is independent: the proxy calls `SelectPolicyForRequest
 - **Capture-pointer semantics (restated):** non-agent-network callers see no field → legacy nil-default emit, identical to pre-PR. Agent-network targets always carry an explicit `capture_*` value.
 - **`TestSynthesizeServices_HappyPath` was updated:** request-parser config moved from `{}` to `{"capture_prompt":false}` (`synthesizer_test.go:174`). External snapshot tests against synth output need updating.
 - **`MergedGuardrails` retains zeroed `TokenLimits`/`Budget`/`Retention`** even though `Policy.Limits` carries the real values now; `llm_limit_check` is the authoritative enforcement. Comment at `synthesizer.go:940-948` calls this out.
+- **`cost_meter`'s `pricing` block is version-skew-safe in both directions.** A proxy predating config-delivered pricing ignores the field as unknown JSON (it previously priced from its own embedded table, so it keeps billing — at its own rates, which is the skew to be aware of during a rolling upgrade). A current proxy paired with old management sees no `pricing` block, logs one warning at chain-build time, and records `cost.skipped=unknown_model` — token counting and cap enforcement are unaffected, only the USD annotation goes to $0.
 
 ### Performance
 
 - **`SynthesizeServices` runs on every controller tick / mutation reconcile.** Cost: 4 store reads + optional per-provider keypair backfill. Sort + index + merge are O(N log N) / O(P × G); dominant cost is JSON marshalling. No nested loops escape these dimensions.
+- **The full default pricing table is marshalled into every account's `cost_meter` config on every synth** (~10 KB serialized). This is a deliberate trade: it keeps gateway-style providers priced for every catalog model, and it is the largest single contributor to the synth JSON. `DefaultTable()` itself is a pointer load (or a `sync.Once`-built map) — the cost is the marshal, not the build.
 - **`reconcile.diffMappings` is O(N + M)** with N=M=1 per account today — effectively constant.
 - **`SynthesizeServicesForCluster`** (`synthesizer.go:71`) walks every account on a cluster; per-account failures are **swallowed** (`synthesizer.go:91-93`) so a single misconfigured account doesn't drop the cluster. Runs per proxy reconnect.
 
@@ -188,6 +280,7 @@ At request time the path is independent: the proxy calls `SelectPolicyForRequest
 - **Activity codes:** `AgentNetwork{Provider,Policy,Guardrail,BudgetRule}{Created,Updated,Deleted}`; `AgentNetworkSettingsUpdated` with `log_collection/prompt_collection/redact_pii` payload (`manager.go:567-571`). **No activity code for `SelectPolicyForRequest` denies** — surfaced via proxy access log only (likely intentional given volume).
 - **Deny codes** namespaced: `llm_policy.{token,budget}_cap_exceeded`, `llm_account.{token,budget}_cap_exceeded` (`policyselect.go:18-26`).
 - **Reconcile failures are logged at warn and swallowed** (`reconcile.go:42-44`). Persistent synth failures (e.g. unknown catalog id) silently keep the proxy out of sync — consider a manager-level synth-health surface if this becomes a support burden.
+- **Pricing-file lifecycle logs at info** (load, reload, revert-to-built-ins) and **at warn** for a runtime reload failure; the mtime check itself is `Debugf`. There is no metric on reload failures, so an operator who breaks the file mid-flight keeps billing at the previous table with only a log line to show it (`pricing/override.go:113-148`).
 
 ## Test coverage
 
@@ -198,6 +291,9 @@ At request time the path is independent: the proxy calls `SelectPolicyForRequest
 | `synthesizer_guardrail_realstore_test.go` | `PromptCaptureAccountIsSoleControl`; `PromptCaptureFlowsWhenAccountOptsIn`; `AccountRedactWithoutGuardrailRedact`; `NoGuardrail_CaptureOff`. |
 | `synthesizer_log_collection_realstore_test.go` | `LogCollection{Off_SuppressesAccessLog,On_PermitsAccessLog}` — verifies `DisableAccessLog` propagation through `ToProtoMapping`. |
 | `synthesizer_parser_redact_realstore_test.go` | **Capture-pointer regression suite:** `ParserConfigsCarryRedactPii`; `ParserConfigsSuppressCaptureWhenLogCollectionOnly` (log=on/prompt=off ⇒ both capture flags false); `ParserConfigsOmitRedactPiiWhenOff`. |
+| `synthesizer_pricing_test.go` | `BuildCostMeterConfig_{BedrockModelNormalization,CacheRateNilVsZero,OrphanAndGatewayProviders}` — the per-record tier's three load-bearing rules: keys normalized like the parser's, `nil` cache pointer inherits vs explicit `0` bills at input rate, and orphan / gateway (empty `Models`) providers ship no per-record entry. |
+| `pricing/defaults_test.go` | `DefaultTable_{CoversEveryCatalogModel,NoConflictingContributions,AllRatesFiniteNonNegative,PinnedRates}`; `LookupDefault_SurfaceOrder`. Catalog-derived coverage + rate sanity are structural, not curated. |
+| `pricing/override_test.go` | `LoadFile_{MergesOverCompiledDefaults,MissingPath,RejectsInvalid}`; `Reload_LifeCycle` (mtime detect, parse error keeps previous, delete reverts to built-ins); `ExampleYAML_InSyncWithBuiltins` golden. |
 | `policyselect_test.go` | Mock-store: `NoApplicablePolicies`; `AllowWithLowestGroupAttribution`; `LargerPoolWinsAcrossUsageLevels`; `StaysOnLargerPoolAfterPartialDrain`; `FallsThroughToSmallerPoolWhenLargerExhausted`; `TiebreakBy{LargerGroupPool,CreatedAt}`; `DeniesWhenAllExhausted`; `UncappedPolicyAlwaysWinsAgainstCapped`; `DisabledPolicyIgnored`; `StoreErrorPropagates`; `RejectsEmptyAccount`; `SharesGroupCounterAcrossPolicies`; `AntiFallThroughOnLowestGroup`; `BudgetOnlyExhaustionDenies`; `BudgetTighterThanTokenWins`. |
 | `policyselect_realstore_test.go` | Real-sqlite regression guard: `NoApplicablePolicies`; `AllowAndLowestGroupAttribution`; `LargerPoolWins_FallsThroughWhenExhausted`; `BudgetCapDenies`; `GroupCounterSharedAcrossPolicies`; `DisabledPolicyIgnored`. |
 | `policyselect_account_realstore_test.go` | Account budget rules: `AccountCeilingBindsEvenWithUncappedPolicy` (min-wins); `AccountGroupCeiling`; `AccountTargetUsersBindsOnlyThatUser`; `AccountRuleRecordsToOwnWindow`. |

docs/agent-networks/modules/31-proxy-middleware-builtin.md

@@ -5,7 +5,7 @@ LLM request. The two highest-blast-radius areas are the **capture-pointer
 semantics** and the **limit_check ⇒ limit_record** record-once invariant.
 
 Sibling module: [32-proxy-llm-parsers.md](./32-proxy-llm-parsers.md) — the SDK
-adapters + pricing catalog this chain delegates to.
+adapters + pricing table and cost formula this chain delegates to.
 
 ---
 
@@ -34,7 +34,7 @@ rewrites.
 | `llm_identity_inject` | OnRequest | `llm.{resolved_provider_id,authorising_groups}`, `Input.{UserEmail,UserID,UserGroups,UserGroupNames}` | none | header strip/inject + optional body rewrite |
 | `llm_guardrail` | OnRequest | `llm.{model,request_prompt_raw}` | `llm_policy.{decision,reason}`, `llm.request_prompt` | none (model allowlist deny) |
 | `llm_response_parser` | OnResponse | `llm.provider`, `Input.{RespHeaders,RespBody,Status}` | `llm.{input,output,total,cached_input,cache_creation}_tokens`, `llm.response_completion` | none |
-| `cost_meter` | OnResponse | `llm.{provider,model}`, token buckets | `cost.usd_total` or `cost.skipped` | pricing lookup |
+| `cost_meter` | OnResponse | `llm.{provider,model,resolved_provider_id}`, token buckets | `cost.usd_{input,cached_input,cache_creation,output,total,cache}` or `cost.skipped` | none (in-memory pricing lookup) |
 | `llm_limit_record` | OnResponse | `llm.{attribution_group_id,attribution_window_seconds,input_tokens,output_tokens}`, `cost.usd_total` | none | gRPC `RecordLLMUsage` |
 
 [all_test.go:26–40](../../../proxy/internal/middleware/builtin/all_test.go)
@@ -44,7 +44,7 @@ locks the ID set; adding or removing one is a conscious extension.
 
 | File | LOC | Notes |
 |---|---:|---|
-| `builtin.go` | 86 | Registry + `FactoryContext` (ctx, data dir, meter, logger, mgmt client) |
+| `builtin.go` | 90 | Registry + `FactoryContext` (ctx, meter, logger, mgmt client) |
 | `all_test.go` | 41 | Locks the 8-ID registry surface |
 | `agentnetwork_chain_integration_test.go` | 319 | Live sqlite + real gRPC bufconn; gate→recorder wire path |
 | `llm_request_parser/*` | 162 / 66 / 356 | Provider detection, body parse, prompt extraction with capture-pointer gating |
@@ -53,7 +53,7 @@ locks the ID set; adding or removing one is a conscious extension.
 | `llm_identity_inject/*` | 440 / 108 / 666 | HeaderPair (LiteLLM) + JSONMetadata (Portkey) + ExtraHeaders |
 | `llm_guardrail/*` | 176 / 82 / 75 / 219 / 217 | Model allowlist + optional prompt capture with PII redaction |
 | `llm_response_parser/*` | 258 / 222 / 43 / 433 / 169 / 111 | Buffered + SSE accumulation; AWS event-stream accumulator (`streaming_bedrock.go`) for Bedrock; capture-pointer gates completion emit |
-| `cost_meter/*` | 181 / 84 / 439 | Token → USD via `proxy/internal/llm/pricing` |
+| `cost_meter/*` | 236 / 98 / 586 | Token → USD via `proxy/internal/llm/pricing`; both pricing tiers arrive in the middleware config |
 | `llm_limit_record/*` | 144 / 35 / 191 | Post-flight `RecordLLMUsage` (5s, debug-on-error) |
 
 ## Per-middleware
@@ -168,12 +168,46 @@ token schema.
 
 ### cost_meter
 
-Reads `llm.provider` + `llm.model` + token buckets, looks up per-1k rate via
-`pricing.Loader`, emits `cost.usd_total` or a closed-set `cost.skipped`
-reason (`missing_provider/model/tokens`, `unparseable_tokens`, `zero_tokens`,
-`unknown_model`). Loader's hot-reload goroutine is bound to proxy-lifetime
-context via `startReloader`. **Key invariant:** provider-shape switch lives
-in `pricing.Table.Cost` (sibling doc) — `cost_meter` stays provider-agnostic.
+Reads `llm.provider` + `llm.model` + token buckets, looks up the per-1k rates,
+and emits the full `cost.usd_*` breakdown (four per-bucket values plus the
+`_total` and `_cache` aggregates) or a closed-set `cost.skipped` reason
+(`missing_provider/model/tokens`, `unparseable_tokens`, `zero_tokens`,
+`unknown_model`).
+
+**Management owns pricing.** The proxy carries no embedded price list: the whole
+table arrives in this middleware's `ConfigJSON` as
+`{pricing: {defaults, providers}}`, synthesized by management from the catalog
+plus the operator's stored per-provider prices
+([factory.go:13–34](../../../proxy/internal/middleware/builtin/cost_meter/factory.go)).
+Both tiers are validated by `pricing.NewTable` / `pricing.NewEntries` at
+construction, so a non-finite or negative rate fails the chain build. A price
+change is an ordinary mapping push — the chain rebuild yields a fresh instance
+over a fresh immutable table, so there is no data dir, no pricing file, no
+reload goroutine, and nothing to invalidate.
+
+**Two-tier lookup**
+([middleware.go:165–183](../../../proxy/internal/middleware/builtin/cost_meter/middleware.go)):
+
+1. **Per-provider-record** — the operator's stored price for the route that
+   actually served the request, keyed by the `llm.resolved_provider_id` that
+   `llm_router` stamped on the allow path, then by normalized model id. Entries
+   arrive fully materialized (management folds default cache rates in at synth
+   time), so there is no merging here. Absent metadata — no router in the chain
+   — skips this tier.
+2. **Surface defaults** — the catalog-derived table keyed by `llm.provider`
+   (`openai`/`anthropic`/`bedrock`). This is also what prices gateway-style
+   providers, which enumerate no models and therefore get no per-record entry.
+
+**Backward compatibility:** a config with no `pricing` block means management
+predates config-delivered pricing. The factory logs one warning at build time
+and the instance records `cost.skipped=unknown_model` ($0) for every request
+rather than falling back to a stale built-in price list
+([factory.go:55–60](../../../proxy/internal/middleware/builtin/cost_meter/factory.go)).
+
+**Key invariant:** the provider-shape switch lives in `pricing.EntryCosts`
+(sibling doc) and is selected by the **surface**, not by which tier the entry
+came from — `cost_meter` stays provider-agnostic, and a per-record override on
+an Anthropic route still bills its cache buckets additively.
 
 ### llm_limit_record
 
@@ -246,12 +280,14 @@ no mocks. Tests: `TestChain_AllowPath_StampsAttributionAndRecordsCounter`
 | `llm_identity_inject` | `{providers: [{provider_id, header_pair?|json_metadata?, extra_headers?}]}` |
 | `llm_guardrail` | `{provider_allowlists: {providerID: []string}, prompt_capture: {enabled, redact_pii}}` — allowlist keyed by resolved provider id; a provider absent from the map is unrestricted (fail-closed backstop; authoritative per-policy/group check is management's `CheckLLMPolicyLimits`) |
 | `llm_response_parser` | `{redact_pii?, capture_completion?: *bool}` |
-| `cost_meter` | `{pricing_path?}` (basename inside data-dir; defaults `pricing.yaml`) |
+| `cost_meter` | `{pricing: {defaults: {surface: {model: rates}}, providers: {providerRecordID: {model: rates}}}}` — rates are `{input_per_1k, output_per_1k, cached_input_per_1k?, cache_read_per_1k?, cache_creation_per_1k?}`. A missing `pricing` key means "management predates config-delivered pricing": every request records `cost.skipped=unknown_model` |
 | `llm_limit_record` | `{}` — same pattern as `llm_limit_check` |
 
 All factories accept empty / null / `{}` / whitespace as zero-value config;
 only structurally invalid JSON is rejected so misconfig surfaces at chain
-build time.
+build time. `cost_meter` adds a semantic check on top of that: a `pricing`
+block carrying a negative or non-finite rate fails the build too, rather than
+mispricing live traffic.
 
 ## Invariants
 
@@ -320,10 +356,11 @@ non-object `metadata` field
 — header path still attributes, but body-level tag-budget enforcement
 doesn't run for that request.
 
-**Concurrency.** `cost_meter` shares a `pricing.Loader` via
-`atomic.Pointer[Table]`; readers always see a consistent table. Every
-middleware is a stateless value receiver. Integration test uses real bufconn
-gRPC — race detector is the meaningful bar.
+**Concurrency.** `cost_meter`'s two pricing tables are built once from the
+middleware config and never mutated, so the lookup path needs no lock or atomic
+swap — a price change replaces the whole instance. Every middleware is
+otherwise a stateless value receiver. Integration test uses real bufconn gRPC —
+race detector is the meaningful bar.
 
 **Perf.** Hot path is `lookupKV` linear scan over <10 KVs; `cost_meter.Cost`
 is O(1); SSE accumulation is single-pass. No map allocation per call.
@@ -349,13 +386,13 @@ counter accuracy.
 | `llm_guardrail/redact_test.go` | 15 | Email, SSN, phone (E.164 + NA), bearer, IPv4; fixture-driven |
 | `llm_response_parser/middleware_test.go` | 18 | Buffered OAI+Anthro, capture-pointer, redact, truncation |
 | `llm_response_parser/streaming_test.go` | 7 | OAI usage frame, Anthro message_delta, truncated body best-effort |
-| `cost_meter/middleware_test.go` | 17 | Each skip reason, provider-shape, pricing loader integration |
+| `cost_meter/middleware_test.go` | 22 | Each skip reason, provider-shape formulas, config-delivered defaults, per-record-beats-defaults + miss-falls-back, per-record uses surface formula, nil-pricing skips everything, invalid-rate rejection |
 | `llm_limit_record/middleware_test.go` | 7 | Skip-on-no-signal, skip-on-missing-attribution, RPC failure swallowed |
 
 ## Cross-references
 
 - Sibling: [32-proxy-llm-parsers.md](./32-proxy-llm-parsers.md) — SDK adapters
-  + SSE framer + pricing loader.
+  + SSE framer + pricing table and cost formula.
 - Path-routed providers (Vertex AI + Bedrock), `keyfile::` credential, GCP
   token minting, `/bedrock` prefix:
   [50-path-routed-providers.md](./50-path-routed-providers.md).

docs/agent-networks/modules/32-proxy-llm-parsers.md

@@ -9,7 +9,7 @@ pricing table's per-provider cost formula is the highest-leverage place a
 small bug would silently mis-bill operators.
 
 Sibling module: [31-proxy-middleware-builtin.md](./31-proxy-middleware-builtin.md)
-— the 8 middlewares that consume this package's parsers + pricing loader.
+— the 8 middlewares that consume this package's parsers + pricing table.
 
 ---
 
@@ -24,8 +24,9 @@ proxy-framework dependencies:
 - `openai.go` / `anthropic.go` / `bedrock.go` — per-provider `Parser` impls.
 - `sse.go` — SSE scanner (`Scanner`, `Event`, `NewScanner`).
 - `errors.go` — sentinels callers branch on with `errors.Is`.
-- `pricing/` — embedded-default + hot-reload override table with
-  symlink-safe Unix loader (build-tagged stub elsewhere).
+- `pricing/` — immutable pricing table + the per-surface cost formula. The
+  rates themselves come from management inside `cost_meter`'s middleware
+  config; this package holds no price list and reads no files.
 - `fixtures/` — captured request/response/stream bodies the tests replay.
 
 The package carries zero proxy-framework dependencies so the same parsers can
@@ -47,12 +48,9 @@ be reused later by a WASM adapter
 | `sse_test.go` | 175 | 12 tests; fixture replay + multiline + size limits |
 | `parser_test.go` | 53 | `Parsers()`, `DetectParser`, provider enum values |
 | `errors.go` | 31 | 6 sentinels: `Err{Unknown,Unsupported}Provider/Model`, `Err{NotLLM,Malformed}Response`, `ErrStreamingUnsupported`, `ErrMalformedRequest` |
-| `pricing/pricing.go` | 421 | `Loader`, `Table`, `Entry`; embedded defaults + atomic swap + mtime reload |
-| `pricing/pricing_unix.go` | 69 | `O_NOFOLLOW` + fstat-from-FD + 1 MiB cap |
-| `pricing/pricing_other.go` | 21 | Stub returning "not supported on this platform" |
-| `pricing/pricing_test.go` | 432 | 21 tests — symlink rejection, reload race, path traversal, oversize |
-| `pricing/defaults_pricing.yaml` | 85 | go:embed source of truth |
-| `fixtures/*` | 21–59 | OAI chat/responses/stream + Anthro messages/stream + pricing starter |
+| `pricing/pricing.go` | 234 | `Table`, `Entry`, `EntryJSON`, `Costs`; `NewTable`/`NewEntries` validation + `EntryCosts` formula. No I/O, no reload, no embedded rates |
+| `pricing/pricing_test.go` | 177 | 10 tests — provider-shape formulas, cached clamp, rate fallback, nil-safety, rate validation |
+| `fixtures/*` | 21–59 | OAI chat/responses/stream + Anthro messages/stream |
 
 ## Request body → parser dispatch
 
@@ -188,9 +186,11 @@ response leg, covering both Bedrock body shapes:
   `totalTokens`). `firstNonZero` folds the two naming conventions into one
   `Usage`; when Converse omits `totalTokens` the parser sums the buckets.
 
-`ProviderName()` returns `"bedrock"` — its own `defaults_pricing.yaml` block,
-keyed by the **normalised** model id (region prefix + version suffix stripped by
-the request parser). `ParseResponse` returns `ErrStreamingUnsupported` for an
+`ProviderName()` returns `"bedrock"` — its own pricing surface in the table
+management ships, keyed by the **normalised** model id (region prefix + version
+suffix stripped by the request parser; management normalises its keys the same
+way at synth time so the two compare equal). `ParseResponse` returns
+`ErrStreamingUnsupported` for an
 AWS binary event-stream content-type (`application/vnd.amazon.eventstream`,
 `isAWSEventStream`) so the caller routes to the streaming accumulator instead.
 
@@ -205,11 +205,34 @@ response body. Streaming accumulators live in the middleware package
 ([llm_response_parser/streaming.go](../../../proxy/internal/middleware/builtin/llm_response_parser/streaming.go))
 but use `llm.NewScanner` so the framing contract stays here.
 
-### Pricing catalog
+### Pricing table
 
-`Table.Cost`
-([pricing.go:129–174](../../../proxy/internal/llm/pricing/pricing.go))
-is the cost formula — most security-relevant math in this module:
+**Management is the sole pricing authority.** The proxy carries no embedded
+price list and reads no pricing file: the whole table arrives inside
+`cost_meter`'s `ConfigJSON` on the ordinary mapping push, and a price change
+is just another push — the chain rebuild constructs a fresh `Table`, so there
+is nothing to reload
+([pricing.go:1–7](../../../proxy/internal/llm/pricing/pricing.go)). The
+management side of the contract (catalog defaults, the operator's stored
+per-provider prices, and `AgentNetwork.PricingDefaultsFile`) is covered in the
+management-side module guide; `cost_meter`'s wire shape is in
+[31-proxy-middleware-builtin.md](./31-proxy-middleware-builtin.md).
+
+`EntryJSON`
+([pricing.go:36–45](../../../proxy/internal/llm/pricing/pricing.go)) is the
+management→proxy contract — five USD-per-1k rates under `input_per_1k`,
+`output_per_1k`, `cached_input_per_1k`, `cache_read_per_1k`,
+`cache_creation_per_1k`. Management's `pricing.Entry` marshals the identical
+names, and `EntryJSON`/`Entry` are field-identical so `NewEntries` converts by
+direct struct conversion rather than field-by-field copying (a new rate can't
+be silently dropped in transit).
+
+`EntryCosts`
+([pricing.go:183–234](../../../proxy/internal/llm/pricing/pricing.go))
+is the cost formula — most security-relevant math in this module. The
+**surface** (the `llm.provider` value the request parser stamped) selects the
+formula, never the tier the entry came from: a per-provider-record override on
+an Anthropic route still bills its cache buckets additively.
 
 | Provider | Formula |
 |---|---|
@@ -218,7 +241,7 @@ is the cost formula — most security-relevant math in this module:
 | default | `inTokens × InputPer1K + outTokens × OutputPer1K` |
 
 `bedrock` shares the Anthropic additive-cache formula
-([pricing.go:172-174](../../../proxy/internal/llm/pricing/pricing.go)):
+([pricing.go:214–229](../../../proxy/internal/llm/pricing/pricing.go)):
 Anthropic-on-Bedrock reports the same additive cache buckets, while non-Anthropic
 Bedrock models (Nova, Llama) simply report zero in those buckets so cost reduces
 to `input + output`.
@@ -226,15 +249,12 @@ to `input + output`.
 Each per-bucket rate falls back to `InputPer1K` when zero — operators opt in
 to discounts by setting the field.
 
-`Loader`
-([pricing.go:212–268](../../../proxy/internal/llm/pricing/pricing.go))
-overlays an optional `pricing.yaml` from data-dir on top of the go:embed
-defaults. Atomic pointer swap means readers never observe a partial update.
-The mtime-poll reloader (30s default cadence) keeps the previous table on
-parse failure so cost annotation never goes blank during a botched edit.
-
-`defaults_pricing.yaml` is the source of truth for built-in pricing.
-Operator overrides only carry the entries they want to change.
+`Costs`
+([pricing.go:143–163](../../../proxy/internal/llm/pricing/pricing.go)) is the
+per-request split. The four per-bucket fields are the base; `TotalUSD` and
+`CacheUSD` are **derived** in `newCosts` so the aggregates can never drift from
+the breakdown. `InputUSD` is always the non-cached input bucket on both
+provider shapes, so input and cached-input never double-count.
 
 ## Public contracts
 
@@ -264,29 +284,38 @@ Order matters: `DetectFromURL` ties resolve by registration order.
 `ProviderBedrock = 3`. Numeric values are persisted in nothing today but treat
 them as wire-stable — new providers must take fresh numbers.
 
-**`Pricing` lookup**
-([pricing.go:129](../../../proxy/internal/llm/pricing/pricing.go)):
+**`Pricing` construction + lookup**
+([pricing.go:60–130](../../../proxy/internal/llm/pricing/pricing.go)):
 
 ```go
+func NewEntries(raw map[string]map[string]EntryJSON) (map[string]map[string]Entry, error)
+func NewTable(raw map[string]map[string]EntryJSON) (*Table, error)
+
+func (t *Table) Lookup(provider, model string) (Entry, bool)
 func (t *Table) Cost(provider, model string, inTokens, outTokens, cachedInput, cacheCreation int64) (float64, bool)
+func (t *Table) Costs(provider, model string, inTokens, outTokens, cachedInput, cacheCreation int64) (Costs, bool)
+func EntryCosts(entry Entry, surface string, inTokens, outTokens, cachedInput, cacheCreation int64) Costs
 ```
 
-Nil-safe: `t.Cost` on a nil receiver returns `(0, false)`
-([pricing.go:130–132](../../../proxy/internal/llm/pricing/pricing.go)).
-`ok=false` means provider or model is absent from the loaded table; the caller
-emits `cost.skipped=unknown_model`.
+`NewTable` is the surface-keyed defaults table; `NewEntries` returns the raw
+two-level map `cost_meter` uses for the per-provider-record tier (it looks up an
+`Entry` directly and calls `EntryCosts`, so it needs no `Table` wrapper). Both
+reject any non-finite or negative rate, so a corrupt config fails the chain
+build rather than mispricing silently. Nil input yields an empty,
+never-matching table.
+
+Nil-safe: `t.Cost`/`t.Lookup` on a nil receiver returns `ok=false`
+([pricing.go:96–99](../../../proxy/internal/llm/pricing/pricing.go)).
+`ok=false` means the surface or model is absent from the table management sent;
+the caller emits `cost.skipped=unknown_model`.
 
 ## Invariants
 
-1. **Cross-platform pricing build.** `pricing_unix.go` carries the only
-   functional `loadPricing` (uses `syscall.O_NOFOLLOW` and `f.Stat()` on an
-   open descriptor — both Unix-only). `pricing_other.go` is a build-tag
-   fallback that returns `"not supported on this platform"`
-   ([pricing_other.go:14–16](../../../proxy/internal/llm/pricing/pricing_other.go)).
-   The proxy is Linux-only in production today; a Windows port needs an
-   equivalent path-as-handle implementation. Reviewers building on Windows
-   should expect this surface to return an error at startup if an override
-   file is configured.
+1. **The pricing package is pure and platform-independent.** No file I/O, no
+   `//go:embed`, no goroutines, no build tags — the rates arrive as config, so
+   there is nothing platform-specific left to port. Anything reintroducing a
+   read-from-disk path here re-splits pricing authority between management and
+   the proxy, which is exactly what this design removed.
 
 2. **SSE scanner handles partial chunks.** A buffered prefix that doesn't end
    in `\n\n` still yields its accumulated event before `io.EOF`
@@ -298,38 +327,45 @@ emits `cost.skipped=unknown_model`.
    usage rather than aborting
    ([streaming.go:68–73, 144–150](../../../proxy/internal/middleware/builtin/llm_response_parser/streaming.go)).
 
-3. **`defaults_pricing.yaml` is the source of truth.** Compiled into the
-   binary via `//go:embed`
-   ([pricing.go:29–30](../../../proxy/internal/llm/pricing/pricing.go)).
-   `DefaultTable()` parses once and panics on parse failure
-   ([pricing.go:42–49](../../../proxy/internal/llm/pricing/pricing.go))
-   — by design: a broken embedded YAML must not ship to production.
+3. **Management is the only source of rates.** `Table` has no constructor that
+   invents prices: the only way in is `NewTable`/`NewEntries` over the wire map
+   management sent. A missing or empty `pricing` block therefore means *no
+   prices at all* (`cost_meter` records `cost.skipped=unknown_model`, $0) —
+   never a stale built-in fallback that would silently bill list price.
 
-4. **Loader path validation.** `resolveMiddlewareDataPath`
-   ([pricing.go:370–394](../../../proxy/internal/llm/pricing/pricing.go))
-   rejects absolute paths, traversal segments, and basenames that fail
-   `basenameRegex = ^[a-zA-Z0-9._-]+$`. The resolved path must remain
-   inside `baseDir` even after `filepath.Clean`. Tests:
-   `TestNewLoader_PathValidation`, `TestNewLoader_PathValidation_Extended`,
-   `TestNewLoader_SymlinkOutsideBaseDirRejected`, `TestNewLoader_SymlinkRejected`.
+4. **Tables are immutable once built.** `Table.entries` is written only in
+   `NewEntries` and never mutated afterwards, and `cost_meter`'s `perRecord`
+   map is likewise build-time-only
+   ([pricing.go:47–52](../../../proxy/internal/llm/pricing/pricing.go)). This
+   is what makes the no-reload design safe: a price change arrives as a mapping
+   push that builds a new middleware instance over a new table, so concurrent
+   readers can't observe a half-updated price list and no atomic swap or lock
+   is needed on the hot path.
 
-5. **Unix loader symlink safety.** `O_NOFOLLOW` on open, `f.Stat()` on the
-   open descriptor (never re-stat by path), `info.Mode().IsRegular()` check,
-   `io.LimitReader(f, maxPricingBytes+1)` with a final size assertion
-   ([pricing_unix.go:25–57](../../../proxy/internal/llm/pricing/pricing_unix.go)).
-   A mid-read symlink swap is detected because the fstat is on the original
-   fd. Test: `TestNewLoader_RejectsOversizedFile_FixesM4`.
+5. **Rate validation happens at chain-build time, not per request.**
+   `NewEntries` rejects negative, NaN, and ±Inf rates field by field
+   ([pricing.go:60–83](../../../proxy/internal/llm/pricing/pricing.go)), naming
+   the offending surface/model/field in the error. Management enforces the same
+   constraints at its API boundary and in its YAML parser, so this is
+   defense-in-depth — but it means a corrupt push fails loudly at build instead
+   of producing negative costs on live traffic. Test:
+   `TestNewTable_ValidatesRates`.
 
-6. **`yaml.NewDecoder(...).KnownFields(true)`**
-   ([pricing.go:397–398](../../../proxy/internal/llm/pricing/pricing.go))
-   rejects YAML files that carry fields not in the schema. A typo in an
-   operator override file fails loud instead of silently zeroing rates.
+6. **New rates must be added to `Entry`, `EntryJSON`, *and* management's
+   `pricing.Entry` together.** `NewEntries` converts by direct struct
+   conversion `Entry(e)`
+   ([pricing.go:76–78](../../../proxy/internal/llm/pricing/pricing.go)), which
+   only compiles while the two structs stay field-identical — so the proxy half
+   is compiler-enforced. The management half is not: a rate added there but not
+   here unmarshals into nothing and prices that bucket at `InputPer1K`.
 
 ## Things to scrutinise
 
-**Correctness.** Verify OpenAI cached-prompt clamp at
-[pricing.go:147–149](../../../proxy/internal/llm/pricing/pricing.go)
-short-circuits before subtraction. `Anthropic.TotalTokens` sums all four
+**Correctness.** Verify the OpenAI cached-prompt clamp at
+[pricing.go:203–206](../../../proxy/internal/llm/pricing/pricing.go)
+short-circuits before subtraction. Negative token counts are clamped to zero up
+front ([pricing.go:186–197](../../../proxy/internal/llm/pricing/pricing.go)) so
+no formula can yield a negative cost. `Anthropic.TotalTokens` sums all four
 buckets (in + out + cache_read + cache_creation) — downstream dashboards
 need to know this differs from `input + output`.
 `OpenAIParser.ExtractPrompt` falls through `messages → input → prompt`; a
@@ -338,22 +374,27 @@ noting).
 
 **Security.** `Scanner.maxLine = 1 MiB`; a 2 MiB single-line `data:` event
 errors from `Scanner.Next` and both accumulators stop with partial usage.
-Pricing file 1 MiB cap is orders of magnitude larger than realistic. Confirm
-new schema additions are mirrored in both `pricingFile` and `Entry`;
-`KnownFields(true)` will reject silently-typo'd operator overrides
-otherwise.
+Pricing is no longer file-backed, so the loader's path-traversal / symlink /
+oversize surface is gone entirely — the config channel (an authenticated
+mapping push from management) is now the only way rates enter the proxy, and
+`NewEntries` is the validation boundary on it. A new rate added to management's
+`pricing.Entry` but not to `EntryJSON` here is the remaining silent-mispricing
+path (see invariant 6).
 
-**Concurrency.** `Loader.table` is `atomic.Pointer[Table]`; readers never
-block or see a torn table. `Loader.Reload` is one goroutine, cancelled via
-context (`TestLoader_ReloadBackgroundLoopCancellation`). `DefaultTable()`
-uses `sync.Once`. Per-call `Scanner` instances mean no shared state across
-concurrent response-parser calls.
+**Concurrency.** Nothing in this package is shared mutable state: tables are
+built once and never written again, so `cost_meter`'s hot path is lock-free by
+construction rather than by atomic swap. Per-call `Scanner` instances mean no
+shared state across concurrent response-parser calls.
 
-**Perf.** `Table.Cost` is two map lookups + multiplications, O(1).
-`Scanner.Next` is one `ReadString('\n')` per line. Pricing reload poll 30s.
+**Perf.** `Table.Cost` is two map lookups + multiplications, O(1); the
+per-provider-record tier adds at most one more lookup. `Scanner.Next` is one
+`ReadString('\n')` per line. No background goroutines and no per-request
+allocation of pricing state.
 
-**Observability.** Reload failures count via `metric.Int64Counter` keyed
-`plugin`; warning log rate-limited at 5 min so a broken file doesn't flood.
+**Observability.** A config carrying no `pricing` block logs one warning at
+chain-build time (`cost_meter` factory) and then records
+`cost.skipped=unknown_model` per request, so an old-management deployment is
+visible in both logs and the access log rather than quietly reporting $0.
 Parser errors return sentinels — middleware uses `errors.Is` to map to the
 right `cost.skipped` reason.
 
@@ -365,7 +406,7 @@ right `cost.skipped` reason.
 | `openai_test.go` | 11 | Chat Completions + Responses API + legacy `prompt`; cached-tokens subset for both naming conventions; fixture replays |
 | `anthropic_test.go` | 7 | Messages + legacy `/v1/complete`; streaming REJECTED on `ParseResponse` (must use scanner); fixture replays |
 | `sse_test.go` | 12 | Fixture replay both providers; multiline `data:`; CRLF; comment skip; trailing-event-without-blank-line; oversize rejection |
-| `pricing/pricing_test.go` | 21 | Provider-shape switch; cached-rate fallback; cached-clamp; symlink rejection (target outside basedir + symlink to file); path validation matrix; oversize rejection; reload-keeps-previous-on-parse-error; mtime change detection; goroutine cancellation |
+| `pricing/pricing_test.go` | 10 | Provider-shape switch (surface selects the formula); cached-rate + cache-read/creation fallback to `InputPer1K`; cached-clamp; negative-token clamp; nil-receiver safety; rate validation (negative / NaN / Inf rejected); nil + empty table |
 
 **Fixtures** ([proxy/internal/llm/fixtures/](../../../proxy/internal/llm/fixtures/)):
 `openai_chat_completion.json` (chat.completions with usage),
@@ -373,14 +414,15 @@ right `cost.skipped` reason.
 `openai_stream.txt` (3 deltas + usage + `[DONE]`),
 `anthropic_messages.json` (Messages API non-streaming),
 `anthropic_stream.txt` (full 7-event sequence: message_start →
-content_block_{start,delta×2,stop} → message_delta (usage) → message_stop),
-`pricing.yaml` (realistic-pricing starter for operator overrides).
+content_block_{start,delta×2,stop} → message_delta (usage) → message_stop).
+No pricing fixture: the table is config-delivered, so pricing tests construct
+it in-process from a wire-shape map.
 
 ## Cross-references
 
 - Sibling: [31-proxy-middleware-builtin.md](./31-proxy-middleware-builtin.md)
   — the chain that calls `llm.Parsers()`, `llm.ParserByName`,
-  `llm.NewScanner`, `pricing.NewLoader`.
+  `llm.NewScanner`, `pricing.NewTable` / `pricing.NewEntries`.
 - Path-routed providers (Vertex AI + Bedrock), credential syntax, and the
   Bedrock AWS event-stream accumulator:
   [50-path-routed-providers.md](./50-path-routed-providers.md).

docs/agent-networks/modules/33-proxy-runtime.md

@@ -1,7 +1,7 @@
 # proxy/runtime — translate + serve + log
 
 > **Risk level:** High — every config push from management is translated here, and the chain runs on every HTTP request to a synth target.
-> **Backward-compat impact:** Additive at the wire (`PathTargetOptions.middlewares`, `agent_network`, `disable_access_log`, capture caps) and on the proxy `Server` struct (`MiddlewareDataDir`, `MiddlewareCaptureBudgetBytes`). Non-agent-network targets stay on the no-middleware fast path.
+> **Backward-compat impact:** Additive at the wire (`PathTargetOptions.middlewares`, `agent_network`, `disable_access_log`, capture caps) and on the proxy `Server` struct (`MiddlewareCaptureBudgetBytes`). Non-agent-network targets stay on the no-middleware fast path. Middleware config is entirely wire-delivered — no proxy-side data dir is involved, including for LLM pricing, which management ships inside `cost_meter`'s config.
 
 ## Module boundary
 
@@ -114,8 +114,7 @@ At **request time** the access-log middleware stamps `CapturedData`; the auth ch
 
 ## Public contracts touched
 
-- `proxy.Server.MiddlewareDataDir` (string) — base dir for file-backed middleware config (server.go:238-241).
-- `proxy.Server.MiddlewareCaptureBudgetBytes` (int64) — process-wide capture cap; defaults to 256 MiB (server.go:248-250).
+- `proxy.Server.MiddlewareCaptureBudgetBytes` (int64) — process-wide capture cap; defaults to 256 MiB (server.go:249-253). There is no `MiddlewareDataDir`: no built-in middleware reads config from disk, so `builtin.FactoryContext` carries only the proxy-lifetime context, meter, logger, and management client.
 - `proxy/internal/proxy.WithMiddlewareManager(*middleware.Manager) Option` — new option on `NewReverseProxy`; nil keeps the fast path (reverseproxy.go:48-56).
 - `proxy/internal/proxy.PathTarget` adds `Middlewares`, `CaptureConfig`, `AgentNetwork`, `DisableAccessLog` (servicemapping.go:27-51), all zero-default.
 - `proxy/internal/proxy.CapturedData` adds `agentNetwork`, `suppressAccessLog`, `userGroupNames` behind `sync.RWMutex`; slices deep-copied (context.go:47-66, 183-258).

docs/agent-networks/modules/50-path-routed-providers.md

@@ -87,9 +87,9 @@ strips the `@version` suffix from the model, and maps the publisher to a parser
 surface via `vertexPublisherVendor`:
 
 - `anthropic` → `llm.provider="anthropic"` → metered through the Anthropic
-  parser, priced under the **`anthropic`** block in `defaults_pricing.yaml`
-  (the parser emits the standard Anthropic provider label, so Vertex Claude
-  reuses first-party Anthropic prices).
+  parser, priced under the **`anthropic`** surface of the pricing table
+  management ships (the parser emits the standard Anthropic provider label, so
+  Vertex Claude reuses first-party Anthropic prices).
 - `openai` → `llm.provider="openai"` (reserved; not in the catalog lineup
   today).
 - anything else (notably `google` / Gemini) → empty vendor → **no parser**.
@@ -104,8 +104,9 @@ is omitted from the catalog.
 
 > Caveat: cross-region inference profiles in `eu` / `apac` carry a ~10% price
 > premium that the base per-token rates do **not** model — cost annotations for
-> those regions read low. Operators who need exact regional billing override
-> the affected entries in `pricing.yaml`.
+> those regions read low. Operators who need exact regional billing set the
+> affected models' prices on the provider record, or replace the default entries
+> via management's `AgentNetwork.PricingDefaultsFile`.
 
 ## AWS Bedrock (`bedrock_api`)
 
@@ -211,15 +212,19 @@ so a model-listing call can't be rewritten onto an upstream that would 404 it.
 ## Catalog ↔ pricing cross-check
 
 Catalog prices and context windows are cross-checked against LiteLLM's
-`model_prices_and_context_window.json`. The proxy's embedded
-`defaults_pricing.yaml` covers **every metered first-party model** the catalog
-enumerates — guarded by
-`TestDefaultTable_FirstPartyModelCoverage`
-([pricing/defaults_coverage_test.go](../../../proxy/internal/llm/pricing/defaults_coverage_test.go)),
-which fails if a catalog model has no embedded price. Bedrock entries are keyed
-by the **normalised** id the request parser emits (region prefix + version
-suffix stripped). Vertex Claude carries no Bedrock-style prefix, so it prices
-straight off the `anthropic` block.
+`model_prices_and_context_window.json`. The **catalog is the source of default
+prices**: management's `pricing.DefaultTable` folds every catalog provider's
+models into the surfaces that provider declares (`PricingSurfaces`), so coverage
+is structural rather than maintained in a parallel file
+([pricing/defaults.go](../../../management/internals/modules/agentnetwork/pricing/defaults.go)).
+`TestDefaultTable_CoversEveryCatalogModel` fails if a catalog model ends up
+unpriced, and `TestDefaultTable_NoConflictingContributions` fails if two
+providers contribute the same (surface, model) at different rates. Bedrock
+entries are keyed by the **normalised** id the request parser emits (region
+prefix + version suffix stripped) — management applies the same normalisation to
+per-provider prices at synth time, so the two keys compare equal. Vertex Claude
+carries no Bedrock-style prefix, so it prices straight off the `anthropic`
+surface.
 
 ## Things to scrutinise
 
@@ -232,16 +237,17 @@ operator-misconfigured Vertex provider and unmetered Gemini traffic; verify
 publishers).
 
 **Correctness.** `normalizeBedrockModel` is the join between the wire id and the
-pricing key — a model that normalises to something not in `defaults_pricing.yaml`
-meters at `cost.skipped=unknown_model` rather than failing the request. The
+pricing key — a model that normalises to something absent from the shipped
+pricing table meters at `cost.skipped=unknown_model` rather than failing the
+request. The
 `/bedrock` prefix strip must run on both the parser side (so the model is
 extracted) and the router side (so the upstream path is native); a regression in
 either silently breaks the other.
 
 **Metering caveats.** eu/apac cross-region Bedrock + Vertex profiles carry a
-~10% premium not modelled by base pricing — flagged in both the catalog comment
-and `defaults_pricing.yaml`. Operators needing exact regional billing override
-the relevant entries.
+~10% premium not modelled by base pricing — flagged in the catalog comment.
+Operators needing exact regional billing set per-provider prices on the model
+rows (or replace the default entries via `AgentNetwork.PricingDefaultsFile`).
 
 ## Cross-references
 

funding.json

@@ -6,7 +6,7 @@
     "name": "NetBird GmbH",
     "email": "hello@netbird.io",
     "phone": "",
-    "description": "NetBird GmbH is a Berlin-based software company specializing in the development of open-source network security solutions. Network security is utterly complex and expensive, accessible only to companies with multi-million dollar IT budgets. In contrast, there are millions of companies left behind. Our mission is to create an advanced network and cybersecurity platform that is both easy-to-use and affordable for teams of all sizes and budgets. By leveraging the open-source strategy and technological advancements, NetBird aims to set the industry standard for connecting and securing IT infrastructure.",
+    "description": "NetBird GmbH is a Berlin-based software company specializing in the development of open source network security solutions. Network security is utterly complex and expensive, accessible only to companies with multi-million dollar IT budgets. In contrast, there are millions of companies left behind. Our mission is to create an advanced network and cybersecurity platform that is both easy-to-use and affordable for teams of all sizes and budgets. By leveraging the open source strategy and technological advancements, NetBird aims to set the industry standard for connecting and securing IT infrastructure.",
     "webpageUrl": {
       "url": "https://github.com/netbirdio"
     }
@@ -15,7 +15,7 @@
     {
       "guid": "netbird",
       "name": "NetBird",
-      "description": "NetBird is a configuration-free peer-to-peer private network and a centralized access control system combined in a single open-source platform. It makes it easy to create secure WireGuard-based private networks for your organization or home.",
+      "description": "NetBird is a configuration-free peer-to-peer private network and a centralized access control system combined in a single open source platform. It makes it easy to create secure WireGuard-based private networks for your organization or home.",
       "webpageUrl": {
         "url": "https://github.com/netbirdio/netbird"
       },
@@ -59,7 +59,7 @@
         "guid": "support-yearly",
         "status": "active",
         "name": "Support Open Source Development and Maintenance - Yearly",
-        "description": "This will help us partially cover the yearly cost of maintaining the open-source NetBird project.",
+        "description": "This will help us partially cover the yearly cost of maintaining the open source NetBird project.",
         "amount": 100000,
         "currency": "USD",
         "frequency": "yearly",
@@ -72,7 +72,7 @@
         "guid": "support-one-time-year",
         "status": "active",
         "name": "Support Open Source Development and Maintenance - One Year",
-        "description": "This will help us partially cover the yearly cost of maintaining the open-source NetBird project.",
+        "description": "This will help us partially cover the yearly cost of maintaining the open source NetBird project.",
         "amount": 100000,
         "currency": "USD",
         "frequency": "one-time",
@@ -85,7 +85,7 @@
         "guid": "support-one-time-monthly",
         "status": "active",
         "name": "Support Open Source Development and Maintenance - Monthly",
-        "description": "This will help us partially cover the monthly cost of maintaining the open-source NetBird project.",
+        "description": "This will help us partially cover the monthly cost of maintaining the open source NetBird project.",
         "amount": 10000,
         "currency": "USD",
         "frequency": "monthly",
@@ -98,7 +98,7 @@
         "guid": "support-monthly",
         "status": "active",
         "name": "Support Open Source Development and Maintenance - One Month",
-        "description": "This will help us partially cover the monthly cost of maintaining the open-source NetBird project.",
+        "description": "This will help us partially cover the monthly cost of maintaining the open source NetBird project.",
         "amount": 10000,
         "currency": "USD",
         "frequency": "monthly",

shared/management/http/api/openapi.yml

@@ -4607,7 +4607,7 @@ components:
 
     FleetDMMatchAttributes:
       type: object
-      description: Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open-source version. Premium-only attributes are marked accordingly
+      description: Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open source version. Premium-only attributes are marked accordingly
       additionalProperties: false
       properties:
         disk_encryption_enabled:

shared/management/http/api/types.gen.go

@@ -2852,7 +2852,7 @@ type EDRFleetDMRequest struct {
 	// LastSyncedInterval The devices last sync requirement interval in hours. Minimum value is 24 hours
 	LastSyncedInterval int `json:"last_synced_interval"`
 
-	// MatchAttributes Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open-source version. Premium-only attributes are marked accordingly
+	// MatchAttributes Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open source version. Premium-only attributes are marked accordingly
 	MatchAttributes FleetDMMatchAttributes `json:"match_attributes"`
 }
 
@@ -2885,7 +2885,7 @@ type EDRFleetDMResponse struct {
 	// LastSyncedInterval The devices last sync requirement interval in hours.
 	LastSyncedInterval int `json:"last_synced_interval"`
 
-	// MatchAttributes Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open-source version. Premium-only attributes are marked accordingly
+	// MatchAttributes Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open source version. Premium-only attributes are marked accordingly
 	MatchAttributes FleetDMMatchAttributes `json:"match_attributes"`
 
 	// UpdatedAt Timestamp of when the integration was last updated.
@@ -3105,7 +3105,7 @@ type Event struct {
 // EventActivityCode The string code of the activity that occurred during the event
 type EventActivityCode string
 
-// FleetDMMatchAttributes Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open-source version. Premium-only attributes are marked accordingly
+// FleetDMMatchAttributes Attribute conditions to match when approving FleetDM hosts. Most attributes work with FleetDM's free/open source version. Premium-only attributes are marked accordingly
 type FleetDMMatchAttributes struct {
 	// DiskEncryptionEnabled Whether disk encryption (FileVault/BitLocker) must be enabled on the host
 	DiskEncryptionEnabled *bool `json:"disk_encryption_enabled,omitempty"`