> ## Documentation Index
> Fetch the complete documentation index at: https://docs.getbifrost.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# v1.5.11

> v1.5.11 changelog - 2026-08-14

<Update label="Bifrost Enterprise" description="v1.5.11">
  ## Changelog

  This release rebases Bifrost Enterprise on OSS transports `v1.6.11`. The main work is a rewrite of cluster usage sync that sends only changed governance entries instead of full snapshots, quarterly budget support carried end to end through the enterprise UI and business unit APIs, and SCIM provenance protection so an OIDC login or token refresh can no longer overwrite roles that SCIM owns.

  ## ✨ Features

  * **Incremental Cluster Usage Sync** - Governance usage now gossips changed entries every 5 seconds, a lightweight heartbeat every 10 seconds, and a full repair snapshot every 30 seconds, instead of a complete snapshot on every tick. Internal cluster gzip compression is removed, remote budget and rate-limit totals are precomputed into an immutable snapshot so the request path does a direct id lookup, and a new `governance_usage_v2` message keeps rolling upgrades safe because older nodes ignore it and still receive the legacy full snapshot. [Docs](https://docs.getbifrost.ai/enterprise/clustering)
  * **Quarterly Budgets Across the Enterprise UI** - `reset_config` (the fiscal quarter start month) is now propagated through every budget create, edit, duplicate, and save flow for access profiles, teams, customers, and users. The `1Q` duration renders as "Quarterly" with a fiscal quarter note next to it, and the dirty-state check includes `quarter_start_month` so changing the start month is detected as an unsaved edit.
  * **Role Filter and Real Sorting on the Users List** - The users table gains a Role filter populated from the RBAC roles endpoint, plus a "No role" option. Name and email sorting now actually works: `sort_by` and `sort_order` are URL-backed, allowlisted at the handler, and applied in SQL, and roleless users are grouped last in both directions so SQLite and Postgres agree. [Docs](https://docs.getbifrost.ai/enterprise/rbac)
  * **Keycloak Department and Title Mapping** - `convertKeycloakUser` now promotes the `department` and `title` custom attributes (including the `job_title` and `jobTitle` variants) into the dedicated provisioned-user fields, so attribute-to-team, attribute-to-role, and attribute-to-business-unit mappings apply during SCIM import instead of being silently dropped. [Docs](https://docs.getbifrost.ai/enterprise/user-provisioning)
  * **Gray Swan Sees the Original Request** - Guardrail evaluations forward the original Chat or Responses request JSON to the monitor API instead of rebuilding it from extracted text. Multi-part content arrays, images and files, native Responses tool shapes, and fields such as `name` and the developer role survive intact, per-turn batches are sliced from a cached snapshot without re-parsing or re-fetching media, and the raw body size cap is removed. [Docs](https://docs.getbifrost.ai/enterprise/guardrails)

  ## 🌎 Open Source Features

  * **URL Sources Inlined for AWS-Hosted Claude** - URL-sourced images and documents are fetched and inlined on the native Anthropic path, because Bedrock Mantle rejects `{"source":{"type":"url"}}`. Fetches use the SSRF-safe dialer with a size cap, and a failed fetch aborts the request instead of silently dropping the attachment. [Docs](https://docs.getbifrost.ai/providers/supported-providers/bedrock)
  * **Quarterly Budgets for Customers** - The customer entity and virtual key provider configs now accept quarterly budgets, so a customer budget can reset on a quarter boundary rather than only monthly or weekly.
  * **Fiscal Year Start in Budget Labels** - Budget labels surface the configured fiscal year start through a new `fiscalQuarterNote` helper, and the quarter start selector is relaid out as a horizontal label and preview row.
  * **Configurable Entity Selector Width** - The entity selector accepts a `contentClassName`, so a caller can widen or constrain its dropdown instead of being pinned to the default width.

  ## 🐞 Fixed

  * **SCIM Roles Overwritten by OIDC Login or Refresh** - Role and team sync from token claims is now skipped for SCIM-managed users on both the login and token refresh paths, and the `source=scim` profile marker is re-stamped before the OAuth upsert overwrites the parsed profile. Truncated or stale claims can no longer downgrade a role that SCIM owns. Provenance checks fail closed, so an error in the check skips the sync.
  * **Claims Not Enriched on Token Refresh** - The refresh path now enriches claims from the provider, so claims that arrive through the provider API rather than directly in the token are no longer missing after a refresh.
  * **Keycloak Auth Cookie Used the Wrong Token** - Keycloak is added to the id-token providers in `ChooseAuthCookieToken`, matching how Keycloak populates both the access token and the id token.
  * **Fiscal Quarter Start Lost on Business Unit Budgets** - `ResetConfig` is now assigned on the budget create path, the budget update path, and the create-during-update path. It was omitted from all three, so a fiscal quarter start was silently dropped on every save. The update path assigns it unconditionally, so clearing the quarter start is respected too.
  * **User-Scoped Model Configs Survived User Deletion** - `CascadeDeleteUser` now removes every `scope=user` model config and its owned budgets, rate limits, and alert rules, and clears the access-profile materialization tracking rows. These rows are keyed by user id rather than being foreign-key children, so nothing else in the cascade reached them and a restored user with the same id inherited stale rows.
  * **gRPC Peer Connection Falsely Stuck** - The dial loop read the channel state twice per iteration, so a peer that became ready in between made `WaitForStateChange` wait for a change away from ready and triggered needless reconnects. State is now read once per iteration, idle channels are explicitly connected, and a bounded probe RPC reports the real transport failure (connection refused, TLS handshake failure, mesh rejection) instead of only the channel state.
  * **WebSocket Writes After Disconnect** - A broadcast racing a client disconnect could panic on a nil connection or deliver to an unrelated client's socket, because fasthttp recycles the hijacked connection as soon as the upgrade handler returns. Clients now carry an explicit closed flag, and close blocks until in-flight writes finish.
  * **Realtime Heartbeat Panic on Disconnect** - `stopHeartbeat` waits for the heartbeat goroutine to exit before the upgrade handler returns. A ping already inside `WriteMessage` dereferenced a recycled connection, and with no recover on that path the panic took down the process.
  * **Stop Sequences Dropped for Nova and Titan** - Bedrock's Converse camelCase `stopSequences` now maps to the neutral `stop` parameter alongside Anthropic's `stop_sequences`. 81 catalog rows were losing `stop`, so those models ran to `end_turn` instead of stopping.
  * **Reasoning Replay Rejected on Chat-Shaped Requests** - `/v1/chat/completions` and `/v1/messages` carry replayed reasoning on `reasoning_details`, but the fail-soft strip only handled Responses-shaped items. A router that switched models mid-conversation returned an invalid `signature` error instead of retrying without the signature.
  * **Thinking Signatures on Responses Content Blocks** - Signatures are stripped from content blocks, not only from `encrypted_content` on the reasoning item, and only reasoning items are dropped when nothing survives, so an ordinary message keeps its own content.
  * **Reasoning Content Rejected by OpenAI and Azure Models** - `reasoning.content` is no longer sent to non-gpt-oss reasoning models, which cap that array at zero entries and reject a populated one. Replayed Anthropic thinking blocks were hitting this; `summary` and `encrypted_content` already carry everything those models accept.
  * **Reasoning Effort Cleared for Current Grok Models** - The rule substring-matched "grok-3-mini", so `grok-4.5`, `grok-4.6`, and `grok-4.20-multi-agent` silently lost `reasoning_effort` and answered at the wrong depth, cost, and latency. It is now an exact-match deny-list that normalizes routing prefixes, `-latest`, and xAI's 4-digit date suffixes.
  * **xhigh Reasoning Effort Downgraded for Grok** - The shared OpenAI-dialect normalizer downgraded `xhigh` to `high` before the xAI compat pass ran. `grok-4.5` still downgrades on purpose, matching xAI's documented upstream coercion.
  * **Empty Structured-Output Streams** - `content_part.added`, `output_text.delta`, `output_text.done`, and `content_part.done` are emitted when a tool-based structured-output call is reassembled on the Responses streaming path. Only `output_item.added` and `done` were emitted, so consumers reading incremental events saw no text while tokens were billed. Affects Vertex, Bedrock Mantle, and Azure Claude.
  * **HTTP 529 Rotating Credentials** - Anthropic's `overloaded_error` is treated as a transient server error and retried with backoff on the same key, since it reflects capacity across all callers rather than anything about the credential.

  ## 🗄️ Database Migrations

  No new database migrations in this release, in either the OSS transports layer or the enterprise repo.

  ## 📀 Base OSS version

  `transports/v1.6.11`

  ## 🔌 If you are compiling plugin against this release - use following deps

  ```
  module github.com/maximhq/bifrost-enterprise

  go 1.26.5

  require (
  	cloud.google.com/go/bigquery v1.74.0
  	cloud.google.com/go/pubsub/v2 v2.4.0
  	cloud.google.com/go/secretmanager v1.20.0
  	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0
  	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1
  	github.com/DataDog/datadog-go/v5 v5.6.0
  	github.com/DataDog/dd-trace-go/v2 v2.4.0
  	github.com/aws/aws-sdk-go-v2 v1.42.0
  	github.com/aws/aws-sdk-go-v2/config v1.32.14
  	github.com/aws/aws-sdk-go-v2/credentials v1.19.14
  	github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.6
  	github.com/aws/aws-sdk-go-v2/service/secretsmanager v1.42.2
  	github.com/aws/aws-sdk-go-v2/service/sts v1.41.10
  	github.com/bytedance/sonic v1.15.2
  	github.com/coreos/go-oidc/v3 v3.12.0
  	github.com/fasthttp/router v1.5.4
  	github.com/golang-jwt/jwt/v5 v5.3.1
  	github.com/google/cel-go v0.29.0
  	github.com/google/uuid v1.6.0
  	github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674
  	github.com/grandcat/zeroconf v1.0.0
  	github.com/hashicorp/consul/api v1.28.2
  	github.com/hashicorp/memberlist v0.5.4
  	github.com/hashicorp/vault/api v1.23.0
  	github.com/klauspost/compress v1.18.6
  	github.com/maximhq/bifrost/core v1.7.10
  	github.com/maximhq/bifrost/framework v1.5.10
  	github.com/maximhq/bifrost/plugins/governance v1.6.14
  	github.com/maximhq/bifrost/plugins/logging v1.6.10
  	github.com/maximhq/bifrost/plugins/prompts v1.0.37
  	github.com/maximhq/bifrost/plugins/semanticcache v1.5.37
  	github.com/maximhq/bifrost/transports v1.6.11
  	github.com/nakabonne/tstorage v0.3.6
  	github.com/segmentio/kafka-go v0.4.47
  	github.com/stretchr/testify v1.11.1
  	github.com/testcontainers/testcontainers-go v0.42.0
  	github.com/tetratelabs/wazero v1.11.0
  	github.com/valyala/fasthttp v1.71.0
  	github.com/zricethezav/gitleaks/v8 v8.30.1
  	go.etcd.io/etcd/client/v3 v3.6.6
  	golang.org/x/crypto v0.53.0
  	golang.org/x/oauth2 v0.36.0
  	golang.org/x/sync v0.21.0
  	google.golang.org/api v0.282.0
  	google.golang.org/genproto/googleapis/rpc v0.0.0-20260523011958-0a33c5d7ca68
  	google.golang.org/grpc v1.82.1
  	google.golang.org/protobuf v1.36.12-0.20260120151049-f2248ac996af
  	gorm.io/driver/sqlite v1.6.0
  	gorm.io/gorm v1.31.1
  	k8s.io/api v0.34.1
  	k8s.io/apimachinery v0.34.1
  	k8s.io/client-go v0.34.1
  )

  require (
  	cel.dev/expr v0.25.1 // indirect
  	cloud.google.com/go v0.123.0 // indirect
  	cloud.google.com/go/auth v0.20.0 // indirect
  	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
  	cloud.google.com/go/compute/metadata v0.9.0 // indirect
  	cloud.google.com/go/iam v1.7.0 // indirect
  	cloud.google.com/go/monitoring v1.24.3 // indirect
  	cloud.google.com/go/storage v1.62.1 // indirect
  	dario.cat/mergo v1.0.2 // indirect
  	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 // indirect
  	github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c // indirect
  	github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 // indirect
  	github.com/BobuSumisu/aho-corasick v1.0.3 // indirect
  	github.com/ClickHouse/ch-go v0.65.0 // indirect
  	github.com/ClickHouse/clickhouse-go/v2 v2.32.0 // indirect
  	github.com/DataDog/datadog-agent/comp/core/tagger/origindetection v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/obfuscate v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/opentelemetry-mapping-go/otlp/attributes v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/proto v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/remoteconfig/state v0.73.0-rc.1 // indirect
  	github.com/DataDog/datadog-agent/pkg/trace v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/util/log v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/util/scrubber v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/version v0.71.0 // indirect
  	github.com/DataDog/go-libddwaf/v4 v4.6.1 // indirect
  	github.com/DataDog/go-runtime-metrics-internal v0.0.4-0.20250721125240-fdf1ef85b633 // indirect
  	github.com/DataDog/go-sqllexer v0.1.8 // indirect
  	github.com/DataDog/go-tuf v1.1.1-0.5.2 // indirect
  	github.com/DataDog/sketches-go v1.4.7 // indirect
  	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.32.0 // indirect
  	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.55.0 // indirect
  	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.55.0 // indirect
  	github.com/Masterminds/goutils v1.1.1 // indirect
  	github.com/Masterminds/semver/v3 v3.4.0 // indirect
  	github.com/Masterminds/sprig/v3 v3.3.0 // indirect
  	github.com/Microsoft/go-winio v0.6.2 // indirect
  	github.com/ProtonMail/go-crypto v1.1.6 // indirect
  	github.com/STARRY-S/zip v0.2.1 // indirect
  	github.com/andybalholm/brotli v1.2.2 // indirect
  	github.com/antlr4-go/antlr/v4 v4.13.1 // indirect
  	github.com/apache/arrow/go/v15 v15.0.2 // indirect
  	github.com/apapsch/go-jsonmerge/v2 v2.0.0 // indirect
  	github.com/armon/go-metrics v0.4.1 // indirect
  	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.10 // indirect
  	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.21 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.29 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.29 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/ini v1.8.6 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.22 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.7 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.9.13 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.21 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.19.21 // indirect
  	github.com/aws/aws-sdk-go-v2/service/s3 v1.99.0 // indirect
  	github.com/aws/aws-sdk-go-v2/service/signin v1.0.9 // indirect
  	github.com/aws/aws-sdk-go-v2/service/sso v1.30.15 // indirect
  	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.19 // indirect
  	github.com/aws/smithy-go v1.27.1 // indirect
  	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
  	github.com/bahlo/generic-list-go v0.2.0 // indirect
  	github.com/beorn7/perks v1.0.1 // indirect
  	github.com/blevesearch/go-porterstemmer v1.0.3 // indirect
  	github.com/bodgit/plumbing v1.3.0 // indirect
  	github.com/bodgit/sevenzip v1.6.0 // indirect
  	github.com/bodgit/windows v1.0.1 // indirect
  	github.com/buger/jsonparser v1.2.0 // indirect
  	github.com/bytedance/gopkg v0.1.3 // indirect
  	github.com/bytedance/sonic/loader v0.5.1 // indirect
  	github.com/cenkalti/backoff v2.2.1+incompatible // indirect
  	github.com/cenkalti/backoff/v4 v4.3.0 // indirect
  	github.com/cenkalti/backoff/v5 v5.0.3 // indirect
  	github.com/cespare/xxhash/v2 v2.3.0 // indirect
  	github.com/charmbracelet/lipgloss v0.5.0 // indirect
  	github.com/cihub/seelog v0.0.0-20170130134532-f561c5e57575 // indirect
  	github.com/cloudflare/circl v1.6.3 // indirect
  	github.com/cloudwego/base64x v0.1.6 // indirect
  	github.com/cncf/xds/go v0.0.0-20260202195803-dba9d589def2 // indirect
  	github.com/containerd/errdefs v1.0.0 // indirect
  	github.com/containerd/errdefs/pkg v0.3.0 // indirect
  	github.com/containerd/log v0.1.0 // indirect
  	github.com/containerd/platforms v0.2.1 // indirect
  	github.com/coreos/go-semver v0.3.1 // indirect
  	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
  	github.com/cpuguy83/dockercfg v0.3.2 // indirect
  	github.com/cyphar/filepath-securejoin v0.6.1 // indirect
  	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
  	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
  	github.com/distribution/reference v0.6.0 // indirect
  	github.com/docker/go-connections v0.6.0 // indirect
  	github.com/docker/go-units v0.5.0 // indirect
  	github.com/dsnet/compress v0.0.2-0.20230904184137-39efe44ab707 // indirect
  	github.com/dustin/go-humanize v1.0.1 // indirect
  	github.com/ebitengine/purego v0.10.0 // indirect
  	github.com/emicklei/go-restful/v3 v3.12.2 // indirect
  	github.com/emirpasic/gods v1.18.1 // indirect
  	github.com/envoyproxy/go-control-plane/envoy v1.37.0 // indirect
  	github.com/envoyproxy/protoc-gen-validate v1.3.3 // indirect
  	github.com/fasthttp/websocket v1.5.12 // indirect
  	github.com/fatih/color v1.18.0 // indirect
  	github.com/fatih/semgroup v1.2.0 // indirect
  	github.com/felixge/httpsnoop v1.0.4 // indirect
  	github.com/fsnotify/fsnotify v1.8.0 // indirect
  	github.com/fxamacker/cbor/v2 v2.9.0 // indirect
  	github.com/gitleaks/go-gitdiff v0.9.1 // indirect
  	github.com/go-faster/city v1.0.1 // indirect
  	github.com/go-faster/errors v0.7.1 // indirect
  	github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
  	github.com/go-git/go-billy/v5 v5.9.0 // indirect
  	github.com/go-git/go-git/v5 v5.19.1 // indirect
  	github.com/go-jose/go-jose/v4 v4.1.4 // indirect
  	github.com/go-logr/logr v1.4.3 // indirect
  	github.com/go-logr/stdr v1.2.2 // indirect
  	github.com/go-ole/go-ole v1.3.0 // indirect
  	github.com/go-openapi/analysis v0.24.2 // indirect
  	github.com/go-openapi/errors v0.22.5 // indirect
  	github.com/go-openapi/jsonpointer v0.22.4 // indirect
  	github.com/go-openapi/jsonreference v0.21.4 // indirect
  	github.com/go-openapi/loads v0.23.2 // indirect
  	github.com/go-openapi/runtime v0.29.2 // indirect
  	github.com/go-openapi/spec v0.22.3 // indirect
  	github.com/go-openapi/strfmt v0.25.0 // indirect
  	github.com/go-openapi/swag v0.25.4 // indirect
  	github.com/go-openapi/swag/cmdutils v0.25.4 // indirect
  	github.com/go-openapi/swag/conv v0.25.4 // indirect
  	github.com/go-openapi/swag/fileutils v0.25.4 // indirect
  	github.com/go-openapi/swag/jsonname v0.25.4 // indirect
  	github.com/go-openapi/swag/jsonutils v0.25.4 // indirect
  	github.com/go-openapi/swag/loading v0.25.4 // indirect
  	github.com/go-openapi/swag/mangling v0.25.4 // indirect
  	github.com/go-openapi/swag/netutils v0.25.4 // indirect
  	github.com/go-openapi/swag/stringutils v0.25.4 // indirect
  	github.com/go-openapi/swag/typeutils v0.25.4 // indirect
  	github.com/go-openapi/swag/yamlutils v0.25.4 // indirect
  	github.com/go-openapi/validate v0.25.1 // indirect
  	github.com/go-viper/mapstructure/v2 v2.5.0 // indirect
  	github.com/goccy/go-json v0.10.5 // indirect
  	github.com/gogo/protobuf v1.3.2 // indirect
  	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
  	github.com/golang/protobuf v1.5.4 // indirect
  	github.com/google/btree v1.1.3 // indirect
  	github.com/google/flatbuffers v23.5.26+incompatible // indirect
  	github.com/google/gnostic-models v0.7.0 // indirect
  	github.com/google/pprof v0.0.0-20251213031049-b05bdaca462f // indirect
  	github.com/google/s2a-go v0.1.9 // indirect
  	github.com/googleapis/enterprise-certificate-proxy v0.3.16 // indirect
  	github.com/googleapis/gax-go/v2 v2.22.0 // indirect
  	github.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect
  	github.com/h2non/filetype v1.1.3 // indirect
  	github.com/hashicorp/errwrap v1.1.0 // indirect
  	github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
  	github.com/hashicorp/go-hclog v1.6.3 // indirect
  	github.com/hashicorp/go-immutable-radix v1.3.1 // indirect
  	github.com/hashicorp/go-metrics v0.5.4 // indirect
  	github.com/hashicorp/go-msgpack/v2 v2.1.5 // indirect
  	github.com/hashicorp/go-multierror v1.1.1 // indirect
  	github.com/hashicorp/go-retryablehttp v0.7.8 // indirect
  	github.com/hashicorp/go-rootcerts v1.0.2 // indirect
  	github.com/hashicorp/go-secure-stdlib/parseutil v0.2.0 // indirect
  	github.com/hashicorp/go-secure-stdlib/strutil v0.1.2 // indirect
  	github.com/hashicorp/go-sockaddr v1.0.7 // indirect
  	github.com/hashicorp/go-version v1.8.0 // indirect
  	github.com/hashicorp/golang-lru v1.0.2 // indirect
  	github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect
  	github.com/hashicorp/hcl v1.0.1-vault-7 // indirect
  	github.com/hashicorp/serf v0.10.1 // indirect
  	github.com/huandu/xstrings v1.5.0 // indirect
  	github.com/invopop/jsonschema v0.13.0 // indirect
  	github.com/jackc/pgpassfile v1.0.0 // indirect
  	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
  	github.com/jackc/pgx/v5 v5.9.2 // indirect
  	github.com/jackc/puddle/v2 v2.2.2 // indirect
  	github.com/jaswdr/faker/v2 v2.8.0 // indirect
  	github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect
  	github.com/jinzhu/inflection v1.0.0 // indirect
  	github.com/jinzhu/now v1.1.5 // indirect
  	github.com/json-iterator/go v1.1.12 // indirect
  	github.com/kevinburke/ssh_config v1.2.0 // indirect
  	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
  	github.com/klauspost/pgzip v1.2.6 // indirect
  	github.com/kylelemons/godebug v1.1.0 // indirect
  	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
  	github.com/lufia/plan9stats v0.0.0-20251013123823-9fd1530e3ec3 // indirect
  	github.com/magiconair/properties v1.8.10 // indirect
  	github.com/mailru/easyjson v0.9.1 // indirect
  	github.com/mark3labs/mcp-go v0.43.2 // indirect
  	github.com/mattn/go-colorable v0.1.14 // indirect
  	github.com/mattn/go-isatty v0.0.20 // indirect
  	github.com/mattn/go-runewidth v0.0.15 // indirect
  	github.com/mattn/go-sqlite3 v1.14.32 // indirect
  	github.com/maximhq/bifrost/plugins/compat v0.1.36 // indirect
  	github.com/maximhq/bifrost/plugins/maxim v1.6.37 // indirect
  	github.com/maximhq/bifrost/plugins/mocker v1.5.37 // indirect
  	github.com/maximhq/bifrost/plugins/modelcatalogresolver v1.0.18 // indirect
  	github.com/maximhq/bifrost/plugins/otel v1.4.9 // indirect
  	github.com/maximhq/bifrost/plugins/telemetry v1.5.37 // indirect
  	github.com/maximhq/maxim-go v0.2.1 // indirect
  	github.com/mholt/archives v0.1.2 // indirect
  	github.com/miekg/dns v1.1.68 // indirect
  	github.com/minio/minlz v1.0.0 // indirect
  	github.com/minio/simdjson-go v0.4.5 // indirect
  	github.com/mitchellh/copystructure v1.2.0 // indirect
  	github.com/mitchellh/go-homedir v1.1.0 // indirect
  	github.com/mitchellh/mapstructure v1.5.0 // indirect
  	github.com/mitchellh/reflectwalk v1.0.2 // indirect
  	github.com/moby/docker-image-spec v1.3.1 // indirect
  	github.com/moby/go-archive v0.2.0 // indirect
  	github.com/moby/moby/api v1.54.1 // indirect
  	github.com/moby/moby/client v0.4.0 // indirect
  	github.com/moby/patternmatcher v0.6.1 // indirect
  	github.com/moby/sys/sequential v0.6.0 // indirect
  	github.com/moby/sys/user v0.4.0 // indirect
  	github.com/moby/sys/userns v0.1.0 // indirect
  	github.com/moby/term v0.5.2 // indirect
  	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
  	github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee // indirect
  	github.com/muesli/reflow v0.2.1-0.20210115123740-9e1d0d53df68 // indirect
  	github.com/muesli/termenv v0.15.1 // indirect
  	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
  	github.com/nwaples/rardecode/v2 v2.2.2 // indirect
  	github.com/oapi-codegen/runtime v1.1.1 // indirect
  	github.com/oklog/ulid v1.3.1 // indirect
  	github.com/onsi/ginkgo/v2 v2.25.1 // indirect
  	github.com/opencontainers/go-digest v1.0.0 // indirect
  	github.com/opencontainers/image-spec v1.1.1 // indirect
  	github.com/outcaste-io/ristretto v0.2.3 // indirect
  	github.com/paulmach/orb v0.11.1 // indirect
  	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
  	github.com/philhofer/fwd v1.2.0 // indirect
  	github.com/pierrec/lz4/v4 v4.1.22 // indirect
  	github.com/pinecone-io/go-pinecone/v5 v5.3.0 // indirect
  	github.com/pion/datachannel v1.6.0 // indirect
  	github.com/pion/dtls/v3 v3.1.5 // indirect
  	github.com/pion/ice/v4 v4.2.1 // indirect
  	github.com/pion/interceptor v0.1.44 // indirect
  	github.com/pion/logging v0.2.4 // indirect
  	github.com/pion/mdns/v2 v2.1.0 // indirect
  	github.com/pion/randutil v0.1.0 // indirect
  	github.com/pion/rtcp v1.2.16 // indirect
  	github.com/pion/rtp v1.10.1 // indirect
  	github.com/pion/sctp v1.9.2 // indirect
  	github.com/pion/sdp/v3 v3.0.18 // indirect
  	github.com/pion/srtp/v3 v3.0.10 // indirect
  	github.com/pion/stun/v3 v3.1.6 // indirect
  	github.com/pion/transport/v4 v4.0.2 // indirect
  	github.com/pion/turn/v4 v4.1.4 // indirect
  	github.com/pion/webrtc/v4 v4.2.9 // indirect
  	github.com/pjbgf/sha1cd v0.6.0 // indirect
  	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
  	github.com/pkg/errors v0.9.1 // indirect
  	github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
  	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
  	github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect
  	github.com/prometheus/client_golang v1.23.2 // indirect
  	github.com/prometheus/client_model v0.6.2 // indirect
  	github.com/prometheus/common v0.67.5 // indirect
  	github.com/prometheus/procfs v0.19.2 // indirect
  	github.com/puzpuzpuz/xsync/v3 v3.5.1 // indirect
  	github.com/qdrant/go-client v1.16.2 // indirect
  	github.com/redis/go-redis/v9 v9.17.2 // indirect
  	github.com/rivo/uniseg v0.2.0 // indirect
  	github.com/rs/zerolog v1.34.0 // indirect
  	github.com/ryanuber/go-glob v1.0.0 // indirect
  	github.com/sagikazarmark/locafero v0.7.0 // indirect
  	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
  	github.com/santhosh-tekuri/jsonschema/v6 v6.0.2 // indirect
  	github.com/savsgio/gotils v0.0.0-20250408102913-196191ec6287 // indirect
  	github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529 // indirect
  	github.com/secure-systems-lab/go-securesystemslib v0.9.0 // indirect
  	github.com/segmentio/asm v1.2.0 // indirect
  	github.com/sergi/go-diff v1.4.0 // indirect
  	github.com/shirou/gopsutil/v4 v4.26.3 // indirect
  	github.com/shopspring/decimal v1.4.0 // indirect
  	github.com/sirupsen/logrus v1.9.4 // indirect
  	github.com/skeema/knownhosts v1.3.1 // indirect
  	github.com/sorairolake/lzip-go v0.3.5 // indirect
  	github.com/sourcegraph/conc v0.3.0 // indirect
  	github.com/spf13/afero v1.15.0 // indirect
  	github.com/spf13/cast v1.10.0 // indirect
  	github.com/spf13/pflag v1.0.6 // indirect
  	github.com/spf13/viper v1.19.0 // indirect
  	github.com/spiffe/go-spiffe/v2 v2.6.0 // indirect
  	github.com/stretchr/objx v0.5.3 // indirect
  	github.com/subosito/gotenv v1.6.0 // indirect
  	github.com/theckman/httpforwarded v0.4.0 // indirect
  	github.com/therootcompany/xz v1.0.1 // indirect
  	github.com/tidwall/gjson v1.18.0 // indirect
  	github.com/tidwall/match v1.1.1 // indirect
  	github.com/tidwall/pretty v1.2.1 // indirect
  	github.com/tidwall/sjson v1.2.5 // indirect
  	github.com/tinylib/msgp v1.3.0 // indirect
  	github.com/tklauser/go-sysconf v0.3.16 // indirect
  	github.com/tklauser/numcpus v0.11.0 // indirect
  	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
  	github.com/ulikunitz/xz v0.5.15 // indirect
  	github.com/valyala/bytebufferpool v1.0.0 // indirect
  	github.com/wasilibs/go-re2 v1.9.0 // indirect
  	github.com/wasilibs/wazero-helpers v0.0.0-20240620070341-3dff1577cd52 // indirect
  	github.com/weaviate/weaviate v1.38.0 // indirect
  	github.com/weaviate/weaviate-go-client/v5 v5.7.1 // indirect
  	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
  	github.com/wlynxg/anet v0.0.5 // indirect
  	github.com/x448/float16 v0.8.4 // indirect
  	github.com/xanzy/ssh-agent v0.3.3 // indirect
  	github.com/xdg-go/pbkdf2 v1.0.0 // indirect
  	github.com/xdg-go/scram v1.1.2 // indirect
  	github.com/xdg-go/stringprep v1.0.4 // indirect
  	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
  	github.com/yusufpapurcu/wmi v1.2.4 // indirect
  	github.com/zeebo/xxh3 v1.1.0 // indirect
  	go.einride.tech/aip v0.83.0 // indirect
  	go.etcd.io/etcd/api/v3 v3.6.6 // indirect
  	go.etcd.io/etcd/client/pkg/v3 v3.6.6 // indirect
  	go.mongodb.org/mongo-driver v1.17.7 // indirect
  	go.opencensus.io v0.24.0 // indirect
  	go.opentelemetry.io/auto/sdk v1.2.1 // indirect
  	go.opentelemetry.io/collector/component v1.39.0 // indirect
  	go.opentelemetry.io/collector/featuregate v1.39.0 // indirect
  	go.opentelemetry.io/collector/internal/telemetry v0.133.0 // indirect
  	go.opentelemetry.io/collector/pdata v1.39.0 // indirect
  	go.opentelemetry.io/contrib/bridges/otelzap v0.12.0 // indirect
  	go.opentelemetry.io/contrib/detectors/gcp v1.43.0 // indirect
  	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.67.0 // indirect
  	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.67.0 // indirect
  	go.opentelemetry.io/otel v1.43.0 // indirect
  	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.43.0 // indirect
  	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp v1.43.0 // indirect
  	go.opentelemetry.io/otel/log v0.14.0 // indirect
  	go.opentelemetry.io/otel/metric v1.43.0 // indirect
  	go.opentelemetry.io/otel/sdk v1.43.0 // indirect
  	go.opentelemetry.io/otel/sdk/metric v1.43.0 // indirect
  	go.opentelemetry.io/otel/trace v1.43.0 // indirect
  	go.opentelemetry.io/proto/otlp v1.10.0 // indirect
  	go.starlark.net v0.0.0-20260102030733-3fee463870c9 // indirect
  	go.uber.org/atomic v1.11.0 // indirect
  	go.uber.org/multierr v1.11.0 // indirect
  	go.uber.org/zap v1.27.0 // indirect
  	go.yaml.in/yaml/v2 v2.4.3 // indirect
  	go.yaml.in/yaml/v3 v3.0.4 // indirect
  	go4.org v0.0.0-20230225012048-214862532bf5 // indirect
  	golang.org/x/arch v0.23.0 // indirect
  	golang.org/x/exp v0.0.0-20260410095643-746e56fc9e2f // indirect
  	golang.org/x/mod v0.37.0 // indirect
  	golang.org/x/net v0.56.0 // indirect
  	golang.org/x/sys v0.46.0 // indirect
  	golang.org/x/telemetry v0.0.0-20260625142307-59b4966ccb57 // indirect
  	golang.org/x/term v0.44.0 // indirect
  	golang.org/x/text v0.39.0 // indirect
  	golang.org/x/time v0.15.0 // indirect
  	golang.org/x/tools v0.47.0 // indirect
  	golang.org/x/xerrors v0.0.0-20240903120638-7835f813f4da // indirect
  	google.golang.org/genproto v0.0.0-20260319201613-d00831a3d3e7 // indirect
  	google.golang.org/genproto/googleapis/api v0.0.0-20260414002931-afd174a4e478 // indirect
  	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
  	gopkg.in/inf.v0 v0.9.1 // indirect
  	gopkg.in/ini.v1 v1.67.0 // indirect
  	gopkg.in/warnings.v0 v0.1.2 // indirect
  	gopkg.in/yaml.v3 v3.0.1 // indirect
  	gorm.io/driver/clickhouse v0.7.0 // indirect
  	gorm.io/driver/postgres v1.6.0 // indirect
  	k8s.io/klog/v2 v2.130.1 // indirect
  	k8s.io/kube-openapi v0.0.0-20250710124328-f3f2b991d03b // indirect
  	k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 // indirect
  	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
  	sigs.k8s.io/randfill v1.0.0 // indirect
  	sigs.k8s.io/structured-merge-diff/v6 v6.3.0 // indirect
  	sigs.k8s.io/yaml v1.6.0 // indirect
  )
  ```
</Update>
