Repository: kubernetes-sigs/kueue

Issue:
Document how to configure MultiKueue with TopologyAwareScheduling
This is a follow up to the issue: https://github.com/kubernetes-sigs/kueue/issues/5313

I imagine we could either have a section here: https://kueue.sigs.k8s.io/docs/tasks/manage/setup_multikueue/

Or if too much content we could extract to a separate sub-page.

Discussion:
@mimowo: /assign @IrvingMg 
Tentatively who worked on the implementation and already has some experience.

cc @mwysokin 

Solution patch:
diff --git a/.golangci.yaml b/.golangci.yaml
index e43fff907..89b2dee22 100644
--- a/.golangci.yaml
+++ b/.golangci.yaml
@@ -15,6 +15,7 @@ linters:
     - loggercheck
     - makezero
     - misspell
+    - modernize
     - nilerr
     - nilnesserr
     - nolintlint
@@ -76,6 +77,9 @@ linters:
       forbid:
         - pattern: ^sort\.Slice$
           msg: Please use slices.SortFunc instead of sort.Slice for better performance and consistency
+    modernize:
+      disable:
+        - omitzero
   exclusions:
     generated: lax
     presets:
@@ -90,6 +94,9 @@ linters:
       - linters:
           - staticcheck
         text: 'SA1019: j.Status.RayClusterStatus.State is deprecated: the State field is replaced by the Conditions field.'
+      - linters:
+          - staticcheck
+        text: 'SA1019: features.* is deprecated: planned to be removed in .*'
       - linters:
           - fatcontext
         path: ^test/*
diff --git a/apis/config/v1beta1/configuration_types.go b/apis/config/v1beta1/configuration_types.go
index fa8e2394f..9c45d31cd 100644
--- a/apis/config/v1beta1/configuration_types.go
+++ b/apis/config/v1beta1/configuration_types.go
@@ -84,6 +84,7 @@ type Configuration struct {
 
 	// QueueVisibility is configuration to expose the information about the top
 	// pending workloads.
+	//
 	// Deprecated: This field will be removed on v1beta2, use VisibilityOnDemand
 	// (https://kueue.sigs.k8s.io/docs/tasks/manage/monitor_pending_workloads/pending_workloads_on_demand/)
 	// instead.
@@ -413,6 +414,7 @@ type Integrations struct {
 	// the expected format is `Kind.version.group.com`.
 	ExternalFrameworks []string `json:"externalFrameworks,omitempty"`
 	// PodOptions defines kueue controller behaviour for pod objects
+	//
 	// Deprecated: This field will be removed on v1beta2, use ManagedJobsNamespaceSelector
 	// (https://kueue.sigs.k8s.io/docs/tasks/run/plain_pods/)
 	// instead.
diff --git a/apis/kueue/v1beta1/admissioncheck_types.go b/apis/kueue/v1beta1/admissioncheck_types.go
index 98b986766..0a301f28f 100644
--- a/apis/kueue/v1beta1/admissioncheck_types.go
+++ b/apis/kueue/v1beta1/admissioncheck_types.go
@@ -57,6 +57,7 @@ type AdmissionCheckSpec struct {
 	// state goes to "Unknown". The default is 15 min.
 	// +optional
 	// +kubebuilder:default=15
+	//
 	// Deprecated: retryDelayMinutes has already been deprecated since v0.8 and will be removed in v1beta2.
 	RetryDelayMinutes *int64 `json:"retryDelayMinutes,omitempty"`
 
diff --git a/apis/kueue/v1beta1/clusterqueue_types.go b/apis/kueue/v1beta1/clusterqueue_types.go
index 74231178e..41cad04bb 100644
--- a/apis/kueue/v1beta1/clusterqueue_types.go
+++ b/apis/kueue/v1beta1/clusterqueue_types.go
@@ -306,6 +306,7 @@ type ClusterQueueStatus struct {
 
 	// pendingWorkloadsStatus contains the information exposed about the current
 	// status of the pending workloads in the cluster queue.
+	//
 	// Deprecated: This field is no longer effective since v0.14.0, which means Kueue no longer stores and updates information.
 	// You can migrate to VisibilityOnDemand
 	// (https://kueue.sigs.k8s.io/docs/tasks/manage/monitor_pending_workloads/pending_workloads_on_demand/)
diff --git a/apis/kueue/v1beta1/localqueue_types.go b/apis/kueue/v1beta1/localqueue_types.go
index 45ea97a5f..eb0110345 100644
--- a/apis/kueue/v1beta1/localqueue_types.go
+++ b/apis/kueue/v1beta1/localqueue_types.go
@@ -155,6 +155,7 @@ type LocalQueueStatus struct {
 	// +listMapKey=name
 	// +kubebuilder:validation:MaxItems=16
 	// +optional
+	//
 	// Deprecated: Flavors is deprecated and marked for removal in v1beta2.
 	Flavors []LocalQueueFlavorStatus `json:"flavors,omitempty"`
 
diff --git a/charts/kueue/templates/crd/kueue.x-k8s.io_admissionchecks.yaml b/charts/kueue/templates/crd/kueue.x-k8s.io_admissionchecks.yaml
index a7b8fb703..4aecde07b 100644
--- a/charts/kueue/templates/crd/kueue.x-k8s.io_admissionchecks.yaml
+++ b/charts/kueue/templates/crd/kueue.x-k8s.io_admissionchecks.yaml
@@ -100,6 +100,7 @@ spec:
                     retryDelayMinutes specifies how long to keep the workload suspended after
                     a failed check (after it transitioned to False). When the delay period has passed, the check
                     state goes to "Unknown". The default is 15 min.
+
                     Deprecated: retryDelayMinutes has already been deprecated since v0.8 and will be removed in v1beta2.
                   format: int64
                   type: integer
diff --git a/charts/kueue/templates/crd/kueue.x-k8s.io_clusterqueues.yaml b/charts/kueue/templates/crd/kueue.x-k8s.io_clusterqueues.yaml
index 36657c77d..238758e6b 100644
--- a/charts/kueue/templates/crd/kueue.x-k8s.io_clusterqueues.yaml
+++ b/charts/kueue/templates/crd/kueue.x-k8s.io_clusterqueues.yaml
@@ -770,6 +770,7 @@ spec:
                   description: |-
                     pendingWorkloadsStatus contains the information exposed about the current
                     status of the pending workloads in the cluster queue.
+
                     Deprecated: This field is no longer effective since v0.14.0, which means Kueue no longer stores and updates information.
                     You can migrate to VisibilityOnDemand
                     (https://kueue.sigs.k8s.io/docs/tasks/manage/monitor_pending_workloads/pending_workloads_on_demand/)
diff --git a/charts/kueue/templates/crd/kueue.x-k8s.io_localqueues.yaml b/charts/kueue/templates/crd/kueue.x-k8s.io_localqueues.yaml
index 62e490de2..7a3b03e7a 100644
--- a/charts/kueue/templates/crd/kueue.x-k8s.io_localqueues.yaml
+++ b/charts/kueue/templates/crd/kueue.x-k8s.io_localqueues.yaml
@@ -294,6 +294,7 @@ spec:
                 flavors:
                   description: |-
                     flavors lists all currently available ResourceFlavors in specified ClusterQueue.
+
                     Deprecated: Flavors is deprecated and marked for removal in v1beta2.
                   items:
                     description: 'Deprecated: LocalQueueFlavorStatus is deprecated and marked for removal in v1beta2.'
diff --git a/cmd/kueueviz/backend/middleware/cors.go b/cmd/kueueviz/backend/middleware/cors.go
index 2620358b3..45cd38382 100644
--- a/cmd/kueueviz/backend/middleware/cors.go
+++ b/cmd/kueueviz/backend/middleware/cors.go
@@ -65,8 +65,8 @@ func ConfigureCORS() (cors.Config, error) {
 
 	if allowedOriginsEnv != "" {
 		// Split comma-separated origins and validate each
-		rawOrigins := strings.Split(allowedOriginsEnv, ",")
-		for _, origin := range rawOrigins {
+		rawOrigins := strings.SplitSeq(allowedOriginsEnv, ",")
+		for origin := range rawOrigins {
 			origin = strings.TrimSpace(origin)
 			if cleanOrigin, valid := validateOrigin(origin); valid {
 				allowedOrigins = append(allowedOrigins, cleanOrigin)
diff --git a/config/components/crd/bases/kueue.x-k8s.io_admissionchecks.yaml b/config/components/crd/bases/kueue.x-k8s.io_admissionchecks.yaml
index a78a59fde..0aa7a45f8 100644
--- a/config/components/crd/bases/kueue.x-k8s.io_admissionchecks.yaml
+++ b/config/components/crd/bases/kueue.x-k8s.io_admissionchecks.yaml
@@ -78,6 +78,7 @@ spec:
                   retryDelayMinutes specifies how long to keep the workload suspended after
                   a failed check (after it transitioned to False). When the delay period has passed, the check
                   state goes to "Unknown". The default is 15 min.
+
                   Deprecated: retryDelayMinutes has already been deprecated since v0.8 and will be removed in v1beta2.
                 format: int64
                 type: integer
diff --git a/config/components/crd/bases/kueue.x-k8s.io_clusterqueues.yaml b/config/components/crd/bases/kueue.x-k8s.io_clusterqueues.yaml
index 0bc089e93..49f62c81d 100644
--- a/config/components/crd/bases/kueue.x-k8s.io_clusterqueues.yaml
+++ b/config/components/crd/bases/kueue.x-k8s.io_clusterqueues.yaml
@@ -754,6 +754,7 @@ spec:
                 description: |-
                   pendingWorkloadsStatus contains the information exposed about the current
                   status of the pending workloads in the cluster queue.
+
                   Deprecated: This field is no longer effective since v0.14.0, which means Kueue no longer stores and updates information.
                   You can migrate to VisibilityOnDemand
                   (https://kueue.sigs.k8s.io/docs/tasks/manage/monitor_pending_workloads/pending_workloads_on_demand/)
diff --git a/config/components/crd/bases/kueue.x-k8s.io_localqueues.yaml b/config/components/crd/bases/kueue.x-k8s.io_localqueues.yaml
index 25d21369b..c05dbf32f 100644
--- a/config/components/crd/bases/kueue.x-k8s.io_localqueues.yaml
+++ b/config/components/crd/bases/kueue.x-k8s.io_localqueues.yaml
@@ -268,6 +268,7 @@ spec:
               flavors:
                 description: |-
                   flavors lists all currently available ResourceFlavors in specified ClusterQueue.
+
                   Deprecated: Flavors is deprecated and marked for removal in v1beta2.
                 items:
                   description: 'Deprecated: LocalQueueFlavorStatus is deprecated and
diff --git a/hack/internal/tools/go.mod b/hack/internal/tools/go.mod
index 6cc09aaf2..6e6d1ae0c 100644
--- a/hack/internal/tools/go.mod
+++ b/hack/internal/tools/go.mod
@@ -22,7 +22,7 @@ tool (
 
 require (
 	github.com/gohugoio/hugo v0.147.7
-	github.com/golangci/golangci-lint/v2 v2.5.0
+	github.com/golangci/golangci-lint/v2 v2.6.1
 	github.com/google/go-cmp v0.7.0
 	github.com/kubernetes-sigs/reference-docs/genref v0.28.0
 	github.com/mikefarah/yq/v4 v4.48.1
@@ -49,9 +49,9 @@ require (
 	al.essio.dev/pkg/shellescape v1.5.1 // indirect
 	cel.dev/expr v0.24.0 // indirect
 	cloud.google.com/go v0.121.2 // indirect
-	cloud.google.com/go/auth v0.16.3 // indirect
+	cloud.google.com/go/auth v0.16.5 // indirect
 	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
-	cloud.google.com/go/compute/metadata v0.7.0 // indirect
+	cloud.google.com/go/compute/metadata v0.8.0 // indirect
 	cloud.google.com/go/iam v1.5.2 // indirect
 	cloud.google.com/go/monitoring v1.24.2 // indirect
 	cloud.google.com/go/storage v1.53.0 // indirect
@@ -60,7 +60,7 @@ require (
 	dev.gaijin.team/go/exhaustruct/v4 v4.0.0 // indirect
 	dev.gaijin.team/go/golib v0.6.0 // indirect
 	github.com/4meepo/tagalign v1.4.3 // indirect
-	github.com/Abirdcfly/dupword v0.1.6 // indirect
+	github.com/Abirdcfly/dupword v0.1.7 // indirect
 	github.com/AdminBenni/iota-mixing v1.0.0 // indirect
 	github.com/AlwxSin/noinlineerr v1.0.5 // indirect
 	github.com/Antonboom/errname v1.1.1 // indirect
@@ -77,7 +77,7 @@ require (
 	github.com/BurntSushi/locker v0.0.0-20171006230638-a6e239ea1c69 // indirect
 	github.com/BurntSushi/toml v1.5.0 // indirect
 	github.com/Djarvur/go-err113 v0.1.1 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.27.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.29.0 // indirect
 	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.51.0 // indirect
 	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.51.0 // indirect
 	github.com/MakeNowJust/heredoc v1.0.0 // indirect
@@ -101,8 +101,8 @@ require (
 	github.com/alingse/nilnesserr v0.2.0 // indirect
 	github.com/armon/go-radix v1.0.1-0.20221118154546-54df44f2176c // indirect
 	github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
-	github.com/ashanbrown/forbidigo/v2 v2.1.0 // indirect
-	github.com/ashanbrown/makezero/v2 v2.0.1 // indirect
+	github.com/ashanbrown/forbidigo/v2 v2.3.0 // indirect
+	github.com/ashanbrown/makezero/v2 v2.1.0 // indirect
 	github.com/aws/aws-sdk-go v1.55.5 // indirect
 	github.com/aws/aws-sdk-go-v2 v1.36.1 // indirect
 	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.3 // indirect
@@ -146,16 +146,16 @@ require (
 	github.com/blang/semver/v4 v4.0.0 // indirect
 	github.com/blizzy78/varnamelen v0.8.0 // indirect
 	github.com/bombsimon/wsl/v4 v4.7.0 // indirect
-	github.com/bombsimon/wsl/v5 v5.2.0 // indirect
+	github.com/bombsimon/wsl/v5 v5.3.0 // indirect
 	github.com/breml/bidichk v0.3.3 // indirect
 	github.com/breml/errchkjson v0.4.1 // indirect
 	github.com/butuzov/ireturn v0.4.0 // indirect
 	github.com/butuzov/mirror v1.3.0 // indirect
-	github.com/catenacyber/perfsprint v0.9.1 // indirect
+	github.com/catenacyber/perfsprint v0.10.0 // indirect
 	github.com/ccojocar/zxcvbn-go v1.0.4 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/chai2010/gettext-go v1.0.2 // indirect
-	github.com/charithe/durationcheck v0.0.10 // indirect
+	github.com/charithe/durationcheck v0.0.11 // indirect
 	github.com/charmbracelet/colorprofile v0.3.1 // indirect
 	github.com/charmbracelet/lipgloss v1.1.0 // indirect
 	github.com/charmbracelet/x/ansi v0.9.3 // indirect
@@ -205,12 +205,12 @@ require (
 	github.com/fzipp/gocyclo v0.6.0 // indirect
 	github.com/getkin/kin-openapi v0.132.0 // indirect
 	github.com/ghodss/yaml v1.0.0 // indirect
-	github.com/ghostiam/protogetter v0.3.16 // indirect
-	github.com/go-critic/go-critic v0.13.0 // indirect
+	github.com/ghostiam/protogetter v0.3.17 // indirect
+	github.com/go-critic/go-critic v0.14.2 // indirect
 	github.com/go-errors/errors v1.5.1 // indirect
 	github.com/go-gorp/gorp/v3 v3.1.0 // indirect
 	github.com/go-ini/ini v1.67.0 // indirect
-	github.com/go-jose/go-jose/v4 v4.0.5 // indirect
+	github.com/go-jose/go-jose/v4 v4.1.1 // indirect
 	github.com/go-logr/logr v1.4.3 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-logr/zapr v1.3.0 // indirect
@@ -231,7 +231,7 @@ require (
 	github.com/gobwas/glob v0.2.3 // indirect
 	github.com/goccy/go-json v0.10.5 // indirect
 	github.com/goccy/go-yaml v1.18.0 // indirect
-	github.com/godoc-lint/godoc-lint v0.10.0 // indirect
+	github.com/godoc-lint/godoc-lint v0.10.1 // indirect
 	github.com/gofrs/flock v0.13.0 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/gohugoio/go-i18n/v2 v2.1.3-0.20230805085216-e63c13218d0e // indirect
@@ -249,7 +249,6 @@ require (
 	github.com/golangci/gofmt v0.0.0-20250704145412-3e58ba0443c6 // indirect
 	github.com/golangci/golines v0.0.0-20250217232252-b35a6149b587 // indirect
 	github.com/golangci/misspell v0.7.0 // indirect
-	github.com/golangci/nilerr v0.0.0-20250918000102-015671e622fe // indirect
 	github.com/golangci/plugin-module-register v0.1.2 // indirect
 	github.com/golangci/revgrep v0.8.0 // indirect
 	github.com/golangci/swaggoswag v0.0.0-20250504205917-77f2aca3143e // indirect
@@ -257,7 +256,7 @@ require (
 	github.com/gomarkdown/markdown v0.0.0-20240328165702-4d01890c35c0 // indirect
 	github.com/google/btree v1.1.3 // indirect
 	github.com/google/gnostic-models v0.7.0 // indirect
-	github.com/google/pprof v0.0.0-20250630185457-6e76a2b096b5 // indirect
+	github.com/google/pprof v0.0.0-20250820193118-f64d9cf942d6 // indirect
 	github.com/google/s2a-go v0.1.9 // indirect
 	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/google/uuid v1.6.0 // indirect
@@ -269,6 +268,7 @@ require (
 	github.com/gostaticanalysis/analysisutil v0.7.1 // indirect
 	github.com/gostaticanalysis/comment v1.5.0 // indirect
 	github.com/gostaticanalysis/forcetypeassert v0.2.0 // indirect
+	github.com/gostaticanalysis/nilerr v0.1.2 // indirect
 	github.com/gosuri/uitable v0.0.4 // indirect
 	github.com/gregjones/httpcache v0.0.0-20190611155906-901d90724c79 // indirect
 	github.com/hairyhenderson/go-codeowners v0.7.0 // indirect
@@ -291,21 +291,21 @@ require (
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/julz/importas v0.2.0 // indirect
-	github.com/karamaru-alpha/copyloopvar v1.2.1 // indirect
+	github.com/karamaru-alpha/copyloopvar v1.2.2 // indirect
 	github.com/kisielk/errcheck v1.9.0 // indirect
 	github.com/kkHAIKE/contextcheck v1.1.6 // indirect
 	github.com/klauspost/compress v1.18.0 // indirect
 	github.com/kr/pretty v0.3.1 // indirect
 	github.com/kr/text v0.2.0 // indirect
 	github.com/kulti/thelper v0.7.1 // indirect
-	github.com/kunwardeep/paralleltest v1.0.14 // indirect
+	github.com/kunwardeep/paralleltest v1.0.15 // indirect
 	github.com/kylelemons/godebug v1.1.0 // indirect
 	github.com/kyokomi/emoji/v2 v2.2.13 // indirect
 	github.com/lann/builder v0.0.0-20180802200727-47ae307949d0 // indirect
 	github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 // indirect
 	github.com/lasiar/canonicalheader v1.1.2 // indirect
-	github.com/ldez/exptostd v0.4.4 // indirect
-	github.com/ldez/gomoddirectives v0.7.0 // indirect
+	github.com/ldez/exptostd v0.4.5 // indirect
+	github.com/ldez/gomoddirectives v0.7.1 // indirect
 	github.com/ldez/grignotin v0.10.1 // indirect
 	github.com/ldez/tagliatelle v0.7.2 // indirect
 	github.com/ldez/usetesting v0.5.0 // indirect
@@ -349,7 +349,7 @@ require (
 	github.com/niklasfasching/go-org v1.7.0 // indirect
 	github.com/nishanths/exhaustive v0.12.0 // indirect
 	github.com/nishanths/predeclared v0.2.2 // indirect
-	github.com/nunnatsa/ginkgolinter v0.21.0 // indirect
+	github.com/nunnatsa/ginkgolinter v0.21.2 // indirect
 	github.com/oasdiff/yaml v0.0.0-20250309154309-f31be36b4037 // indirect
 	github.com/oasdiff/yaml3 v0.0.0-20250309153720-d2182401db90 // indirect
 	github.com/olekukonko/errors v1.1.0 // indirect
@@ -371,8 +371,8 @@ require (
 	github.com/prometheus/client_model v0.6.2 // indirect
 	github.com/prometheus/common v0.65.0 // indirect
 	github.com/prometheus/procfs v0.17.0 // indirect
-	github.com/quasilyte/go-ruleguard v0.4.4 // indirect
-	github.com/quasilyte/go-ruleguard/dsl v0.3.22 // indirect
+	github.com/quasilyte/go-ruleguard v0.4.5 // indirect
+	github.com/quasilyte/go-ruleguard/dsl v0.3.23 // indirect
 	github.com/quasilyte/gogrep v0.5.0 // indirect
 	github.com/quasilyte/regex/syntax v0.0.0-20210819130434-b3f0c404a727 // indirect
 	github.com/quasilyte/stdinfo v0.0.0-20220114132959-f7386bf02567 // indirect
@@ -388,7 +388,7 @@ require (
 	github.com/santhosh-tekuri/jsonschema/v6 v6.0.2 // indirect
 	github.com/sashamelentyev/interfacebloat v1.1.0 // indirect
 	github.com/sashamelentyev/usestdlibvars v1.29.0 // indirect
-	github.com/securego/gosec/v2 v2.22.8 // indirect
+	github.com/securego/gosec/v2 v2.22.10 // indirect
 	github.com/sergi/go-diff v1.2.0 // indirect
 	github.com/shopspring/decimal v1.4.0 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
@@ -436,8 +436,8 @@ require (
 	gitlab.com/bosi/decorder v0.4.2 // indirect
 	go-simpler.org/musttag v0.14.0 // indirect
 	go-simpler.org/sloglint v0.11.1 // indirect
-	go.augendre.info/arangolint v0.2.0 // indirect
-	go.augendre.info/fatcontext v0.8.1 // indirect
+	go.augendre.info/arangolint v0.3.1 // indirect
+	go.augendre.info/fatcontext v0.9.0 // indirect
 	go.opencensus.io v0.24.0 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
 	go.opentelemetry.io/contrib/detectors/gcp v1.36.0 // indirect
@@ -445,8 +445,8 @@ require (
 	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect
 	go.opentelemetry.io/otel v1.37.0 // indirect
 	go.opentelemetry.io/otel/metric v1.37.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.36.0 // indirect
-	go.opentelemetry.io/otel/sdk/metric v1.36.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.37.0 // indirect
+	go.opentelemetry.io/otel/sdk/metric v1.37.0 // indirect
 	go.opentelemetry.io/otel/trace v1.37.0 // indirect
 	go.opentelemetry.io/proto/otlp v1.5.0 // indirect
 	go.uber.org/automaxprocs v1.6.0 // indirect
@@ -456,9 +456,9 @@ require (
 	gocloud.dev v0.40.0 // indirect
 	golang.org/x/crypto v0.43.0 // indirect
 	golang.org/x/exp v0.0.0-20240909161429-701f63a606c0 // indirect
-	golang.org/x/exp/typeparams v0.0.0-20250911091902-df9299821621 // indirect
+	golang.org/x/exp/typeparams v0.0.0-20251023183803-a4bb9ffd2546 // indirect
 	golang.org/x/image v0.27.0 // indirect
-	golang.org/x/mod v0.28.0 // indirect
+	golang.org/x/mod v0.29.0 // indirect
 	golang.org/x/net v0.46.0 // indirect
 	golang.org/x/oauth2 v0.30.0 // indirect
 	golang.org/x/sync v0.17.0 // indirect
@@ -466,14 +466,14 @@ require (
 	golang.org/x/term v0.36.0 // indirect
 	golang.org/x/text v0.30.0 // indirect
 	golang.org/x/time v0.12.0 // indirect
-	golang.org/x/tools v0.37.0 // indirect
+	golang.org/x/tools v0.38.0 // indirect
 	golang.org/x/xerrors v0.0.0-20240716161551-93cc26a95ae9 // indirect
 	google.golang.org/api v0.246.0 // indirect
 	google.golang.org/genproto v0.0.0-20250603155806-513f23925822 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250728155136-f173205681a0 // indirect
-	google.golang.org/grpc v1.74.2 // indirect
-	google.golang.org/protobuf v1.36.7 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250707201910-8d1bb00bc6a7 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c // indirect
+	google.golang.org/grpc v1.75.0 // indirect
+	google.golang.org/protobuf v1.36.8 // indirect
 	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
@@ -501,8 +501,8 @@ require (
 	k8s.io/kubelet v0.34.1 // indirect
 	k8s.io/metrics v0.34.1 // indirect
 	k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 // indirect
-	mvdan.cc/gofumpt v0.9.1 // indirect
-	mvdan.cc/unparam v0.0.0-20250301125049-0df0534333a4 // indirect
+	mvdan.cc/gofumpt v0.9.2 // indirect
+	mvdan.cc/unparam v0.0.0-20251027182757-5beb8c8f8f15 // indirect
 	oras.land/oras-go/v2 v2.6.0 // indirect
 	rsc.io/qr v0.2.0 // indirect
 	sigs.k8s.io/controller-runtime v0.22.3 // indirect
diff --git a/hack/internal/tools/go.sum b/hack/internal/tools/go.sum
index bc4a200ad..42da85970 100644
--- a/hack/internal/tools/go.sum
+++ b/hack/internal/tools/go.sum
@@ -27,8 +27,8 @@ cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmW
 cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPTY=
 cloud.google.com/go v0.121.2 h1:v2qQpN6Dx9x2NmwrqlesOt3Ys4ol5/lFZ6Mg1B7OJCg=
 cloud.google.com/go v0.121.2/go.mod h1:nRFlrHq39MNVWu+zESP2PosMWA0ryJw8KUBZ2iZpxbw=
-cloud.google.com/go/auth v0.16.3 h1:kabzoQ9/bobUmnseYnBO6qQG7q4a/CffFRlJSxv2wCc=
-cloud.google.com/go/auth v0.16.3/go.mod h1:NucRGjaXfzP1ltpcQ7On/VTZ0H4kWB5Jy+Y9Dnm76fA=
+cloud.google.com/go/auth v0.16.5 h1:mFWNQ2FEVWAliEQWpAdH80omXFokmrnbDhUS9cBywsI=
+cloud.google.com/go/auth v0.16.5/go.mod h1:utzRfHMP+Vv0mpOkTRQoWD2q3BatTOoWbA7gCc2dUhQ=
 cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
 cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
 cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
@@ -37,8 +37,8 @@ cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvf
 cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg=
 cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc=
 cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ=
-cloud.google.com/go/compute/metadata v0.7.0 h1:PBWF+iiAerVNe8UCHxdOt6eHLVc3ydFeOCw78U8ytSU=
-cloud.google.com/go/compute/metadata v0.7.0/go.mod h1:j5MvL9PprKL39t166CoB1uVHfQMs4tFQZZcKwksXUjo=
+cloud.google.com/go/compute/metadata v0.8.0 h1:HxMRIbao8w17ZX6wBnjhcDkW6lTFpgcaobyVfZWqRLA=
+cloud.google.com/go/compute/metadata v0.8.0/go.mod h1:sYOGTp851OV9bOFJ9CH7elVvyzopvWQFNNghtDQ/Biw=
 cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
 cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk=
 cloud.google.com/go/iam v1.5.2 h1:qgFRAGEmd8z6dJ/qyEchAuL9jpswyODjA2lS+w234g8=
@@ -76,8 +76,8 @@ filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA=
 filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4=
 github.com/4meepo/tagalign v1.4.3 h1:Bnu7jGWwbfpAie2vyl63Zup5KuRv21olsPIha53BJr8=
 github.com/4meepo/tagalign v1.4.3/go.mod h1:00WwRjiuSbrRJnSVeGWPLp2epS5Q/l4UEy0apLLS37c=
-github.com/Abirdcfly/dupword v0.1.6 h1:qeL6u0442RPRe3mcaLcbaCi2/Y/hOcdtw6DE9odjz9c=
-github.com/Abirdcfly/dupword v0.1.6/go.mod h1:s+BFMuL/I4YSiFv29snqyjwzDp4b65W2Kvy+PKzZ6cw=
+github.com/Abirdcfly/dupword v0.1.7 h1:2j8sInznrje4I0CMisSL6ipEBkeJUJAmK1/lfoNGWrQ=
+github.com/Abirdcfly/dupword v0.1.7/go.mod h1:K0DkBeOebJ4VyOICFdppB23Q0YMOgVafM0zYW0n9lF4=
 github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 h1:bvDV9vkmnHYOMsOr4WLk+Vo07yKIzd94sVoIqshQ4bU=
 github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8=
 github.com/AdminBenni/iota-mixing v1.0.0 h1:Os6lpjG2dp/AE5fYBPAA1zfa2qMdCAWwPMCgpwKq7wo=
@@ -118,8 +118,8 @@ github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7Oputl
 github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU=
 github.com/Djarvur/go-err113 v0.1.1 h1:eHfopDqXRwAi+YmCUas75ZE0+hoBHJ2GQNLYRSxao4g=
 github.com/Djarvur/go-err113 v0.1.1/go.mod h1:IaWJdYFLg76t2ihfflPZnM1LIQszWOsFDh2hhhAVF6k=
-github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.27.0 h1:ErKg/3iS1AKcTkf3yixlZ54f9U1rljCkQyEXWUnIUxc=
-github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.27.0/go.mod h1:yAZHSGnqScoU556rBOVkwLze6WP5N+U11RHuWaGVxwY=
+github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.29.0 h1:UQUsRi8WTzhZntp5313l+CHIAT95ojUI2lpP/ExlZa4=
+github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.29.0/go.mod h1:Cz6ft6Dkn3Et6l2v2a9/RpN7epQ1GtDlO6lj8bEcOvw=
 github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.51.0 h1:fYE9p3esPxA/C0rQ0AHhP0drtPXDRhaWiwg1DPqO7IU=
 github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.51.0/go.mod h1:BnBReJLvVYx2CS/UHOgVz2BXKXD9wsQPxZug20nZhd0=
 github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/cloudmock v0.51.0 h1:OqVGm6Ei3x5+yZmSJG1Mh2NwHvpVmZ08CB5qJhT9Nuk=
@@ -182,10 +182,10 @@ github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPd
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3dyBCFEj5IhUbnKptjxatkF07cF2ak3yi77so=
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw=
-github.com/ashanbrown/forbidigo/v2 v2.1.0 h1:NAxZrWqNUQiDz19FKScQ/xvwzmij6BiOw3S0+QUQ+Hs=
-github.com/ashanbrown/forbidigo/v2 v2.1.0/go.mod h1:0zZfdNAuZIL7rSComLGthgc/9/n2FqspBOH90xlCHdA=
-github.com/ashanbrown/makezero/v2 v2.0.1 h1:r8GtKetWOgoJ4sLyUx97UTwyt2dO7WkGFHizn/Lo8TY=
-github.com/ashanbrown/makezero/v2 v2.0.1/go.mod h1:kKU4IMxmYW1M4fiEHMb2vc5SFoPzXvgbMR9gIp5pjSw=
+github.com/ashanbrown/forbidigo/v2 v2.3.0 h1:OZZDOchCgsX5gvToVtEBoV2UWbFfI6RKQTir2UZzSxo=
+github.com/ashanbrown/forbidigo/v2 v2.3.0/go.mod h1:5p6VmsG5/1xx3E785W9fouMxIOkvY2rRV9nMdWadd6c=
+github.com/ashanbrown/makezero/v2 v2.1.0 h1:snuKYMbqosNokUKm+R6/+vOPs8yVAi46La7Ck6QYSaE=
+github.com/ashanbrown/makezero/v2 v2.1.0/go.mod h1:aEGT/9q3S8DHeE57C88z2a6xydvgx8J5hgXIGWgo0MY=
 github.com/aws/aws-sdk-go v1.55.5 h1:KKUZBfBoyqy5d3swXyiC7Q76ic40rYcbqH7qjh59kzU=
 github.com/aws/aws-sdk-go v1.55.5/go.mod h1:eRwEWoyTWFMVYVQzKMNHWP5/RV4xIUGMQfXQHfHkpNU=
 github.com/aws/aws-sdk-go-v2 v1.36.1 h1:iTDl5U6oAhkNPba0e1t1hrwAo02ZMqbrGq4k5JBWM5E=
@@ -276,8 +276,8 @@ github.com/blizzy78/varnamelen v0.8.0 h1:oqSblyuQvFsW1hbBHh1zfwrKe3kcSj0rnXkKzsQ
 github.com/blizzy78/varnamelen v0.8.0/go.mod h1:V9TzQZ4fLJ1DSrjVDfl89H7aMnTvKkApdHeyESmyR7k=
 github.com/bombsimon/wsl/v4 v4.7.0 h1:1Ilm9JBPRczjyUs6hvOPKvd7VL1Q++PL8M0SXBDf+jQ=
 github.com/bombsimon/wsl/v4 v4.7.0/go.mod h1:uV/+6BkffuzSAVYD+yGyld1AChO7/EuLrCF/8xTiapg=
-github.com/bombsimon/wsl/v5 v5.2.0 h1:PyCCwd3Q7abGs3e34IW4jLYlBS+FbsU6iK+Tb3NnDp4=
-github.com/bombsimon/wsl/v5 v5.2.0/go.mod h1:Gp8lD04z27wm3FANIUPZycXp+8huVsn0oxc+n4qfV9I=
+github.com/bombsimon/wsl/v5 v5.3.0 h1:nZWREJFL6U3vgW/B1lfDOigl+tEF6qgs6dGGbFeR0UM=
+github.com/bombsimon/wsl/v5 v5.3.0/go.mod h1:Gp8lD04z27wm3FANIUPZycXp+8huVsn0oxc+n4qfV9I=
 github.com/breml/bidichk v0.3.3 h1:WSM67ztRusf1sMoqH6/c4OBCUlRVTKq+CbSeo0R17sE=
 github.com/breml/bidichk v0.3.3/go.mod h1:ISbsut8OnjB367j5NseXEGGgO/th206dVa427kR8YTE=
 github.com/breml/errchkjson v0.4.1 h1:keFSS8D7A2T0haP9kzZTi7o26r7kE3vymjZNeNDRDwg=
@@ -288,8 +288,8 @@ github.com/butuzov/ireturn v0.4.0 h1:+s76bF/PfeKEdbG8b54aCocxXmi0wvYdOVsWxVO7n8E
 github.com/butuzov/ireturn v0.4.0/go.mod h1:ghI0FrCmap8pDWZwfPisFD1vEc56VKH4NpQUxDHta70=
 github.com/butuzov/mirror v1.3.0 h1:HdWCXzmwlQHdVhwvsfBb2Au0r3HyINry3bDWLYXiKoc=
 github.com/butuzov/mirror v1.3.0/go.mod h1:AEij0Z8YMALaq4yQj9CPPVYOyJQyiexpQEQgihajRfI=
-github.com/catenacyber/perfsprint v0.9.1 h1:5LlTp4RwTooQjJCvGEFV6XksZvWE7wCOUvjD2z0vls0=
-github.com/catenacyber/perfsprint v0.9.1/go.mod h1:q//VWC2fWbcdSLEY1R3l8n0zQCDPdE4IjZwyY1HMunM=
+github.com/catenacyber/perfsprint v0.10.0 h1:AZj1mYyxbxLRqmnYOeguZXEQwWOgQGm2wzLI5d7Hl/0=
+github.com/catenacyber/perfsprint v0.10.0/go.mod h1:DJTGsi/Zufpuus6XPGJyKOTMELe347o6akPvWG9Zcsc=
 github.com/ccojocar/zxcvbn-go v1.0.4 h1:FWnCIRMXPj43ukfX000kvBZvV6raSxakYr1nzyNrUcc=
 github.com/ccojocar/zxcvbn-go v1.0.4/go.mod h1:3GxGX+rHmueTUMvm5ium7irpyjmm7ikxYFOSJB21Das=
 github.com/cenkalti/backoff/v4 v4.3.0 h1:MyRJ/UdXutAwSAT+s3wNd7MfTIcy71VQueUuFK343L8=
@@ -299,8 +299,8 @@ github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UF
 github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/chai2010/gettext-go v1.0.2 h1:1Lwwip6Q2QGsAdl/ZKPCwTe9fe0CjlUbqj5bFNSjIRk=
 github.com/chai2010/gettext-go v1.0.2/go.mod h1:y+wnP2cHYaVj19NZhYKAwEMH2CI1gNHeQQ+5AjwawxA=
-github.com/charithe/durationcheck v0.0.10 h1:wgw73BiocdBDQPik+zcEoBG/ob8uyBHf2iyoHGPf5w4=
-github.com/charithe/durationcheck v0.0.10/go.mod h1:bCWXb7gYRysD1CU3C+u4ceO49LoGOY1C1L6uouGNreQ=
+github.com/charithe/durationcheck v0.0.11 h1:g1/EX1eIiKS57NTWsYtHDZ/APfeXKhye1DidBcABctk=
+github.com/charithe/durationcheck v0.0.11/go.mod h1:x5iZaixRNl8ctbM+3B2RrPG5t856TxRyVQEnbIEM2X4=
 github.com/charmbracelet/colorprofile v0.3.1 h1:k8dTHMd7fgw4bnFd7jXTLZrSU/CQrKnL3m+AxCzDz40=
 github.com/charmbracelet/colorprofile v0.3.1/go.mod h1:/GkGusxNs8VB/RSOh3fu0TJmQ4ICMMPApIIVn0KszZ0=
 github.com/charmbracelet/lipgloss v1.1.0 h1:vYXsiLHVkK7fp74RkV7b2kq9+zDLoEU4MZoFqR/noCY=
@@ -446,16 +446,16 @@ github.com/getkin/kin-openapi v0.132.0 h1:3ISeLMsQzcb5v26yeJrBcdTCEQTag36ZjaGk7M
 github.com/getkin/kin-openapi v0.132.0/go.mod h1:3OlG51PCYNsPByuiMB0t4fjnNlIDnaEDsjiKUV8nL58=
 github.com/ghodss/yaml v1.0.0 h1:wQHKEahhL6wmXdzwWG11gIVCkOv05bNOh+Rxn0yngAk=
 github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
-github.com/ghostiam/protogetter v0.3.16 h1:UkrisuJBYLnZW6FcYUNBDJOqY3X22RtoYMlCsiNlFFA=
-github.com/ghostiam/protogetter v0.3.16/go.mod h1:4SRRIv6PcjkIMpUkRUsP4TsUTqO/N3Fmvwivuc/sCHA=
+github.com/ghostiam/protogetter v0.3.17 h1:sjGPErP9o7i2Ym+z3LsQzBdLCNaqbYy2iJQPxGXg04Q=
+github.com/ghostiam/protogetter v0.3.17/go.mod h1:AivIX1eKA/TcUmzZdzbl+Tb8tjIe8FcyG6JFyemQAH4=
 github.com/gkampitakis/ciinfo v0.3.2 h1:JcuOPk8ZU7nZQjdUhctuhQofk7BGHuIy0c9Ez8BNhXs=
 github.com/gkampitakis/ciinfo v0.3.2/go.mod h1:1NIwaOcFChN4fa/B0hEBdAb6npDlFL8Bwx4dfRLRqAo=
 github.com/gkampitakis/go-diff v1.3.2 h1:Qyn0J9XJSDTgnsgHRdz9Zp24RaJeKMUHg2+PDZZdC4M=
 github.com/gkampitakis/go-diff v1.3.2/go.mod h1:LLgOrpqleQe26cte8s36HTWcTmMEur6OPYerdAAS9tk=
 github.com/gkampitakis/go-snaps v0.5.15 h1:amyJrvM1D33cPHwVrjo9jQxX8g/7E2wYdZ+01KS3zGE=
 github.com/gkampitakis/go-snaps v0.5.15/go.mod h1:HNpx/9GoKisdhw9AFOBT1N7DBs9DiHo/hGheFGBZ+mc=
-github.com/go-critic/go-critic v0.13.0 h1:kJzM7wzltQasSUXtYyTl6UaPVySO6GkaR1thFnJ6afY=
-github.com/go-critic/go-critic v0.13.0/go.mod h1:M/YeuJ3vOCQDnP2SU+ZhjgRzwzcBW87JqLpMJLrZDLI=
+github.com/go-critic/go-critic v0.14.2 h1:PMvP5f+LdR8p6B29npvChUXbD1vrNlKDf60NJtgMBOo=
+github.com/go-critic/go-critic v0.14.2/go.mod h1:xwntfW6SYAd7h1OqDzmN6hBX/JxsEKl5up/Y2bsxgVQ=
 github.com/go-errors/errors v1.5.1 h1:ZwEMSLRCapFLflTpT7NKaAc7ukJ8ZPEjzlxt8rPN8bk=
 github.com/go-errors/errors v1.5.1/go.mod h1:sIVyrIiJhuEF+Pj9Ebtd6P/rEYROXFi3BopGUQ5a5Og=
 github.com/go-gl/glfw v0.0.0-20190409004039-e6da0acd62b1/go.mod h1:vR7hzQXu2zJy9AVAgeJqvqgH9Q5CA+iKCZ2gyEVpxRU=
@@ -465,8 +465,8 @@ github.com/go-gorp/gorp/v3 v3.1.0 h1:ItKF/Vbuj31dmV4jxA1qblpSwkl9g1typ24xoe70IGs
 github.com/go-gorp/gorp/v3 v3.1.0/go.mod h1:dLEjIyyRNiXvNZ8PSmzpt1GsWAUK8kjVhEpjH8TixEw=
 github.com/go-ini/ini v1.67.0 h1:z6ZrTEZqSWOTyH2FlglNbNgARyHG8oLW9gMELqKr06A=
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@@ -520,8 +520,8 @@ github.com/goccy/go-json v0.10.5 h1:Fq85nIqj+gXn/S5ahsiTlK3TmC85qgirsdTP/+DeaC4=
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@@ -583,14 +583,12 @@ github.com/golangci/go-printf-func-name v0.1.1 h1:hIYTFJqAGp1iwoIfsNTpoq1xZAarog
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@@ -646,8 +644,8 @@ github.com/google/pprof v0.0.0-20200708004538-1a94d8640e99/go.mod h1:ZgVRPoUq/hf
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@@ -681,6 +679,8 @@ github.com/gostaticanalysis/comment v1.5.0 h1:X82FLl+TswsUMpMh17srGRuKaaXprTaytm
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@@ -748,8 +748,8 @@ github.com/jstemmer/go-junit-report v0.0.0-20190106144839-af01ea7f8024/go.mod h1
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@@ -772,8 +772,8 @@ github.com/kubernetes-sigs/reference-docs/genref v0.28.0 h1:bJwEH8owjdLFK8q11A+E
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@@ -784,10 +784,10 @@ github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 h1:P6pPBnrTSX3DEVR4fDembhR
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@@ -899,8 +899,8 @@ github.com/nishanths/predeclared v0.2.2 h1:V2EPdZPliZymNAn79T8RkNApBjMmVKh5XRpLm
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@@ -970,10 +970,10 @@ github.com/prometheus/common v0.65.0 h1:QDwzd+G1twt//Kwj/Ww6E9FQq1iVMmODnILtW1t2
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@@ -1017,8 +1017,8 @@ github.com/sashamelentyev/interfacebloat v1.1.0 h1:xdRdJp0irL086OyW1H/RTZTr1h/tM
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@@ -1160,10 +1160,10 @@ go-simpler.org/musttag v0.14.0 h1:XGySZATqQYSEV3/YTy+iX+aofbZZllJaqwFWs+RTtSo=
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 go-simpler.org/sloglint v0.11.1 h1:xRbPepLT/MHPTCA6TS/wNfZrDzkGvCCqUv4Bdwc3H7s=
 go-simpler.org/sloglint v0.11.1/go.mod h1:2PowwiCOK8mjiF+0KGifVOT8ZsCNiFzvfyJeJOIt8MQ=
-go.augendre.info/arangolint v0.2.0 h1:2NP/XudpPmfBhQKX4rMk+zDYIj//qbt4hfZmSSTcpj8=
-go.augendre.info/arangolint v0.2.0/go.mod h1:Vx4KSJwu48tkE+8uxuf0cbBnAPgnt8O1KWiT7bljq7w=
-go.augendre.info/fatcontext v0.8.1 h1:/T4+cCjpL9g71gJpcFAgVo/K5VFpqlN+NPU7QXxD5+A=
-go.augendre.info/fatcontext v0.8.1/go.mod h1:r3Qz4ZOzex66wfyyj5VZ1xUcl81vzvHQ6/GWzzlMEwA=
+go.augendre.info/arangolint v0.3.1 h1:n2E6p8f+zfXSFLa2e2WqFPp4bfvcuRdd50y6cT65pSo=
+go.augendre.info/arangolint v0.3.1/go.mod h1:6ZKzEzIZuBQwoSvlKT+qpUfIbBfFCE5gbAoTg0/117g=
+go.augendre.info/fatcontext v0.9.0 h1:Gt5jGD4Zcj8CDMVzjOJITlSb9cEch54hjRRlN3qDojE=
+go.augendre.info/fatcontext v0.9.0/go.mod h1:L94brOAT1OOUNue6ph/2HnwxoNlds9aXDF2FcUntbNw=
 go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU=
 go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8=
 go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
@@ -1212,12 +1212,12 @@ go.opentelemetry.io/otel/log v0.8.0 h1:egZ8vV5atrUWUbnSsHn6vB8R21G2wrKqNiDt3iWer
 go.opentelemetry.io/otel/log v0.8.0/go.mod h1:M9qvDdUTRCopJcGRKg57+JSQ9LgLBrwwfC32epk5NX8=
 go.opentelemetry.io/otel/metric v1.37.0 h1:mvwbQS5m0tbmqML4NqK+e3aDiO02vsf/WgbsdpcPoZE=
 go.opentelemetry.io/otel/metric v1.37.0/go.mod h1:04wGrZurHYKOc+RKeye86GwKiTb9FKm1WHtO+4EVr2E=
-go.opentelemetry.io/otel/sdk v1.36.0 h1:b6SYIuLRs88ztox4EyrvRti80uXIFy+Sqzoh9kFULbs=
-go.opentelemetry.io/otel/sdk v1.36.0/go.mod h1:+lC+mTgD+MUWfjJubi2vvXWcVxyr9rmlshZni72pXeY=
+go.opentelemetry.io/otel/sdk v1.37.0 h1:ItB0QUqnjesGRvNcmAcU0LyvkVyGJ2xftD29bWdDvKI=
+go.opentelemetry.io/otel/sdk v1.37.0/go.mod h1:VredYzxUvuo2q3WRcDnKDjbdvmO0sCzOvVAiY+yUkAg=
 go.opentelemetry.io/otel/sdk/log v0.8.0 h1:zg7GUYXqxk1jnGF/dTdLPrK06xJdrXgqgFLnI4Crxvs=
 go.opentelemetry.io/otel/sdk/log v0.8.0/go.mod h1:50iXr0UVwQrYS45KbruFrEt4LvAdCaWWgIrsN3ZQggo=
-go.opentelemetry.io/otel/sdk/metric v1.36.0 h1:r0ntwwGosWGaa0CrSt8cuNuTcccMXERFwHX4dThiPis=
-go.opentelemetry.io/otel/sdk/metric v1.36.0/go.mod h1:qTNOhFDfKRwX0yXOqJYegL5WRaW376QbB7P4Pb0qva4=
+go.opentelemetry.io/otel/sdk/metric v1.37.0 h1:90lI228XrB9jCMuSdA0673aubgRobVZFhbjxHHspCPc=
+go.opentelemetry.io/otel/sdk/metric v1.37.0/go.mod h1:cNen4ZWfiD37l5NhS+Keb5RXVWZWpRE+9WyVCpbo5ps=
 go.opentelemetry.io/otel/trace v1.37.0 h1:HLdcFNbRQBE2imdSEgm/kwqmQj1Or1l/7bW6mxVK7z4=
 go.opentelemetry.io/otel/trace v1.37.0/go.mod h1:TlgrlQ+PtQO5XFerSPUYG0JSgGyryXewPGyayAWSBS0=
 go.opentelemetry.io/proto/otlp v1.5.0 h1:xJvq7gMzB31/d406fB8U5CBdyQGw4P399D1aQWU/3i4=
@@ -1266,8 +1266,8 @@ golang.org/x/exp v0.0.0-20240909161429-701f63a606c0 h1:e66Fs6Z+fZTbFBAxKfP3PALWB
 golang.org/x/exp v0.0.0-20240909161429-701f63a606c0/go.mod h1:2TbTHSBQa924w8M6Xs1QcRcFwyucIwBGpK1p2f1YFFY=
 golang.org/x/exp/typeparams v0.0.0-20220428152302-39d4317da171/go.mod h1:AbB0pIl9nAr9wVwH+Z2ZpaocVmF5I4GyWCDIsVjR0bk=
 golang.org/x/exp/typeparams v0.0.0-20230203172020-98cc5a0785f9/go.mod h1:AbB0pIl9nAr9wVwH+Z2ZpaocVmF5I4GyWCDIsVjR0bk=
-golang.org/x/exp/typeparams v0.0.0-20250911091902-df9299821621 h1:Yl4H5w2RV7L/dvSHp2GerziT5K2CORgFINPaMFxWGWw=
-golang.org/x/exp/typeparams v0.0.0-20250911091902-df9299821621/go.mod h1:4Mzdyp/6jzw9auFDJ3OMF5qksa7UvPnzKqTVGcb04ms=
+golang.org/x/exp/typeparams v0.0.0-20251023183803-a4bb9ffd2546 h1:HDjDiATsGqvuqvkDvgJjD1IgPrVekcSXVVE21JwvzGE=
+golang.org/x/exp/typeparams v0.0.0-20251023183803-a4bb9ffd2546/go.mod h1:4Mzdyp/6jzw9auFDJ3OMF5qksa7UvPnzKqTVGcb04ms=
 golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
 golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
 golang.org/x/image v0.0.0-20210220032944-ac19c3e999fb/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
@@ -1301,8 +1301,8 @@ golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.12.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.13.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
 golang.org/x/mod v0.14.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
-golang.org/x/mod v0.28.0 h1:gQBtGhjxykdjY9YhZpSlZIsbnaE2+PgjfLWUQTnoZ1U=
-golang.org/x/mod v0.28.0/go.mod h1:yfB/L0NOf/kmEbXjzCPOx1iK1fRutOydrCMsqRhEBxI=
+golang.org/x/mod v0.29.0 h1:HV8lRxZC4l2cr3Zq1LvtOsi/ThTgWnUk/y64QSs8GwA=
+golang.org/x/mod v0.29.0/go.mod h1:NyhrlYXJ2H4eJiRy/WDBO6HMqZQ6q9nk4JzS3NuCK+w=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190108225652-1e06a53dbb7e/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -1519,8 +1519,8 @@ golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
 golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
 golang.org/x/tools v0.14.0/go.mod h1:uYBEerGOWcJyEORxN+Ek8+TT266gXkNlHdJBwexUsBg=
 golang.org/x/tools v0.17.0/go.mod h1:xsh6VxdV005rRVaS6SSAf9oiAqljS7UZUacMZ8Bnsps=
-golang.org/x/tools v0.37.0 h1:DVSRzp7FwePZW356yEAChSdNcQo6Nsp+fex1SUW09lE=
-golang.org/x/tools v0.37.0/go.mod h1:MBN5QPQtLMHVdvsbtarmTNukZDdgwdwlO5qGacAzF0w=
+golang.org/x/tools v0.38.0 h1:Hx2Xv8hISq8Lm16jvBZ2VQf+RLmbd7wVUsALibYI/IQ=
+golang.org/x/tools v0.38.0/go.mod h1:yEsQ/d/YK8cjh0L6rZlY8tgtlKiBNTL14pGDJPJpYQs=
 golang.org/x/tools/go/expect v0.1.1-deprecated h1:jpBZDwmgPhXsKZC6WhL20P4b/wmnpsEAGHaNy0n/rJM=
 golang.org/x/tools/go/expect v0.1.1-deprecated/go.mod h1:eihoPOH+FgIqa3FpoTwguz/bVUSGBlGQU67vpBeOrBY=
 golang.org/x/tools/go/packages/packagestest v0.1.1-deprecated h1:1h2MnaIAIXISqTFKdENegdpAgUXz6NrPEsbIeWaBRvM=
@@ -1531,6 +1531,8 @@ golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8T
 golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20240716161551-93cc26a95ae9 h1:LLhsEBxRTBLuKlQxFBYUOU8xyFgXv6cOTp2HASDlsDk=
 golang.org/x/xerrors v0.0.0-20240716161551-93cc26a95ae9/go.mod h1:NDW/Ps6MPRej6fsCIbMTohpP40sJ/P/vI1MoTEGwX90=
+gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
+gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
 google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE=
 google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M=
 google.golang.org/api v0.8.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg=
@@ -1597,10 +1599,10 @@ google.golang.org/genproto v0.0.0-20210108203827-ffc7fda8c3d7/go.mod h1:FWY/as6D
 google.golang.org/genproto v0.0.0-20210226172003-ab064af71705/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20250603155806-513f23925822 h1:rHWScKit0gvAPuOnu87KpaYtjK5zBMLcULh7gxkCXu4=
 google.golang.org/genproto v0.0.0-20250603155806-513f23925822/go.mod h1:HubltRL7rMh0LfnQPkMH4NPDFEWp0jw3vixw7jEM53s=
-google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822 h1:oWVWY3NzT7KJppx2UKhKmzPq4SRe0LdCijVRwvGeikY=
-google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822/go.mod h1:h3c4v36UTKzUiuaOKQ6gr3S+0hovBtUrXzTG/i3+XEc=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250728155136-f173205681a0 h1:MAKi5q709QWfnkkpNQ0M12hYJ1+e8qYVDyowc4U1XZM=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250728155136-f173205681a0/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
+google.golang.org/genproto/googleapis/api v0.0.0-20250707201910-8d1bb00bc6a7 h1:FiusG7LWj+4byqhbvmB+Q93B/mOxJLN2DTozDuZm4EU=
+google.golang.org/genproto/googleapis/api v0.0.0-20250707201910-8d1bb00bc6a7/go.mod h1:kXqgZtrWaf6qS3jZOCnCH7WYfrvFjkC51bM8fz3RsCA=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c h1:qXWI/sQtv5UKboZ/zUk7h+mrf/lXORyI+n9DKDAusdg=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c/go.mod h1:gw1tLEfykwDz2ET4a12jcXt4couGAm7IwsVaTy0Sflo=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
 google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
@@ -1617,8 +1619,8 @@ google.golang.org/grpc v1.31.1/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM
 google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc=
 google.golang.org/grpc v1.34.0/go.mod h1:WotjhfgOW/POjDeRt8vscBtXq+2VjORFy659qA51WJ8=
 google.golang.org/grpc v1.35.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
-google.golang.org/grpc v1.74.2 h1:WoosgB65DlWVC9FqI82dGsZhWFNBSLjQ84bjROOpMu4=
-google.golang.org/grpc v1.74.2/go.mod h1:CtQ+BGjaAIXHs/5YS3i473GqwBBa1zGQNevxdeBEXrM=
+google.golang.org/grpc v1.75.0 h1:+TW+dqTd2Biwe6KKfhE5JpiYIBWq865PhKGSXiivqt4=
+google.golang.org/grpc v1.75.0/go.mod h1:JtPAzKiq4v1xcAB2hydNlWI2RnF85XXcV0mhKXr2ecQ=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
 google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
@@ -1629,8 +1631,8 @@ google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.24.0/go.mod h1:r/3tXBNzIEhYS9I1OUVjXDlt8tc493IdKGjtUeSXeh4=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
-google.golang.org/protobuf v1.36.7 h1:IgrO7UwFQGJdRNXH/sQux4R1Dj1WAKcLElzeeRaXV2A=
-google.golang.org/protobuf v1.36.7/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
+google.golang.org/protobuf v1.36.8 h1:xHScyCOEuuwZEc6UtSOvPbAT4zRh0xcNRYekJwfqyMc=
+google.golang.org/protobuf v1.36.8/go.mod h1:fuxRtAxBytpl4zzqUh6/eyUujkJdNiuEkXntxiD/uRU=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@@ -1720,10 +1722,10 @@ k8s.io/metrics v0.34.1 h1:374Rexmp1xxgRt64Bi0TsjAM8cA/Y8skwCoPdjtIslE=
 k8s.io/metrics v0.34.1/go.mod h1:Drf5kPfk2NJrlpcNdSiAAHn/7Y9KqxpRNagByM7Ei80=
 k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 h1:hwvWFiBzdWw1FhfY1FooPn3kzWuJ8tmbZBHi4zVsl1Y=
 k8s.io/utils v0.0.0-20250604170112-4c0f3b243397/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
-mvdan.cc/gofumpt v0.9.1 h1:p5YT2NfFWsYyTieYgwcQ8aKV3xRvFH4uuN/zB2gBbMQ=
-mvdan.cc/gofumpt v0.9.1/go.mod h1:3xYtNemnKiXaTh6R4VtlqDATFwBbdXI8lJvH/4qk7mw=
-mvdan.cc/unparam v0.0.0-20250301125049-0df0534333a4 h1:WjUu4yQoT5BHT1w8Zu56SP8367OuBV5jvo+4Ulppyf8=
-mvdan.cc/unparam v0.0.0-20250301125049-0df0534333a4/go.mod h1:rthT7OuvRbaGcd5ginj6dA2oLE7YNlta9qhBNNdCaLE=
+mvdan.cc/gofumpt v0.9.2 h1:zsEMWL8SVKGHNztrx6uZrXdp7AX8r421Vvp23sz7ik4=
+mvdan.cc/gofumpt v0.9.2/go.mod h1:iB7Hn+ai8lPvofHd9ZFGVg2GOr8sBUw1QUWjNbmIL/s=
+mvdan.cc/unparam v0.0.0-20251027182757-5beb8c8f8f15 h1:ssMzja7PDPJV8FStj7hq9IKiuiKhgz9ErWw+m68e7DI=
+mvdan.cc/unparam v0.0.0-20251027182757-5beb8c8f8f15/go.mod h1:4M5MMXl2kW6fivUT6yRGpLLPNfuGtU2Z0cPvFquGDYU=
 oras.land/oras-go/v2 v2.6.0 h1:X4ELRsiGkrbeox69+9tzTu492FMUu7zJQW6eJU+I2oc=
 oras.land/oras-go/v2 v2.6.0/go.mod h1:magiQDfG6H1O9APp+rOsvCPcW1GD2MM7vgnKY0Y+u1o=
 rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
diff --git a/hack/internal/tools/yaml-processor/yamlproc/processor.go b/hack/internal/tools/yaml-processor/yamlproc/processor.go
index 2e8e180cc..1d43f662e 100644
--- a/hack/internal/tools/yaml-processor/yamlproc/processor.go
+++ b/hack/internal/tools/yaml-processor/yamlproc/processor.go
@@ -185,7 +185,7 @@ func (fp *FileProcessor) ProcessFile(fileOps FileOperations, options ProcessingP
 
 	outputPath := filepath.Join(fileOps.OutputDir, filepath.Base(fileOps.Path))
 
-	prefix := []byte(fmt.Sprintf("{{/* Code generated by %s. DO NOT EDIT. */}}\n\n", filepath.Base(os.Args[0])))
+	prefix := fmt.Appendf(nil, "{{/* Code generated by %s. DO NOT EDIT. */}}\n\n", filepath.Base(os.Args[0]))
 
 	if options.BoilerplatePath != "" {
 		boilerplate, err := loadBoilerplate(options.BoilerplatePath)
diff --git a/pkg/controller/jobframework/integrationmanager.go b/pkg/controller/jobframework/integrationmanager.go
index 154f3c555..9d509aa87 100644
--- a/pkg/controller/jobframework/integrationmanager.go
+++ b/pkg/controller/jobframework/integrationmanager.go
@@ -82,6 +82,7 @@ type IntegrationCallbacks struct {
 	// The job's MultiKueue adapter (optional)
 	MultiKueueAdapter MultiKueueAdapter
 	// The list of integration that need to be enabled along with the current one.
+	//
 	// Deprecated: Use ImplicitlyEnabledFrameworkNames instead.
 	DependencyList []string
 	// The list of integrations implicitly enabled as dependencies of the integration.
diff --git a/pkg/features/kube_features.go b/pkg/features/kube_features.go
index acfd21fa5..d1ec2cc31 100644
--- a/pkg/features/kube_features.go
+++ b/pkg/features/kube_features.go
@@ -161,6 +161,7 @@ const (
 	// kep: https://github.com/kubernetes-sigs/kueue/tree/main/keps/582-preempt-based-on-flavor-order
 	//
 	// In flavor fungibility, the preference whether to preempt or borrow is inferred from flavor fungibility policy.
+	//
 	// Deprecated: planned to be removed in v0.16.
 	FlavorFungibilityImplicitPreferenceDefault featuregate.Feature = "FlavorFungibilityImplicitPreferenceDefault"
 
@@ -201,6 +202,7 @@ const (
 	//
 	// Allow insecure kubeconfigs in MultiKueue setup.
 	// Requires careful consideration as it may lead to security issues.
+	//
 	// Deprecated: planned to be removed in 0.17
 	MultiKueueAllowInsecureKubeconfigs featuregate.Feature = "MultiKueueAllowInsecureKubeconfigs"
 
diff --git a/pkg/util/client/client.go b/pkg/util/client/client.go
index 00003c1df..547654f31 100644
--- a/pkg/util/client/client.go
+++ b/pkg/util/client/client.go
@@ -22,6 +22,11 @@ import (
 	"sigs.k8s.io/controller-runtime/pkg/client"
 )
 
+// UpdateFunc is a function that attempts to update a resource.
+// It returns the resulting object, a bool indicating whether an update was made,
+// and an error if any occurred.
+type UpdateFunc func() (client.Object, bool, error)
+
 // PatchOption defines a functional option for customizing PatchOptions.
 // It follows the functional options pattern, allowing callers to configure
 // patch behavior at call sites without directly manipulating PatchOptions.
@@ -72,14 +77,6 @@ func WithLoose() PatchOption {
 	}
 }
 
-func patchCommon(obj client.Object, update func() (client.Object, bool, error), patchFunc func(patch client.Patch) error, options ...PatchOption) error {
-	opts := DefaultPatchOptions()
-	for _, opt := range options {
-		opt(opts)
-	}
-	return updateAndPatch(obj, *opts, update, patchFunc)
-}
-
 // Patch applies an update to a Kubernetes object using a patch-based workflow.
 //
 // The function first computes the "original" and "modified" states of the object
@@ -107,7 +104,7 @@ func patchCommon(obj client.Object, update func() (client.Object, bool, error),
 //   - By default, patches are generated in "strict" mode (Strict=true).
 //     This clears the ResourceVersion field in the original object to ensure
 //     it is always included in the generated patch.
-func Patch(ctx context.Context, c client.Client, obj client.Object, update func() (client.Object, bool, error), options ...PatchOption) error {
+func Patch(ctx context.Context, c client.Client, obj client.Object, update UpdateFunc, options ...PatchOption) error {
 	return patchCommon(obj, update, func(patch client.Patch) error {
 		return c.Patch(ctx, obj, patch)
 	}, options...)
@@ -143,12 +140,37 @@ func Patch(ctx context.Context, c client.Client, obj client.Object, update func(
 //   - By default, patches are generated in "strict" mode (Strict=true).
 //     This clears the ResourceVersion field in the original object to ensure
 //     it is always included in the generated patch.
-func PatchStatus(ctx context.Context, c client.Client, obj client.Object, update func() (client.Object, bool, error), options ...PatchOption) error {
+func PatchStatus(ctx context.Context, c client.Client, obj client.Object, update UpdateFunc, options ...PatchOption) error {
 	return patchCommon(obj, update, func(patch client.Patch) error {
 		return c.Status().Patch(ctx, obj, patch)
 	}, options...)
 }
 
+// patchFunc is a function that applies the given client.Patch to a resource.
+// It returns an error if the patch could not be applied.
+type patchFunc func(patch client.Patch) error
+
+func patchCommon(obj client.Object, updateFn UpdateFunc, patchFn patchFunc, options ...PatchOption) error {
+	opts := DefaultPatchOptions()
+	for _, opt := range options {
+		opt(opts)
+	}
+	return executePatch(obj, *opts, updateFn, patchFn)
+}
+
+func executePatch(obj client.Object, options PatchOptions, update UpdateFunc, patchFn patchFunc) error {
+	objOriginal := getOriginalObject(obj, options)
+	objPatched, updated, err := update()
+	if err != nil || !updated {
+		return err
+	}
+	patch, err := createPatch(objOriginal, objPatched)
+	if err != nil {
+		return err
+	}
+	return patchFn(patch)
+}
+
 // getOriginalObject creates and returns a deep copy of the given client.Object.
 // The copy represents the "original" state of the object before applying any
 // modifications. This is typically used when generating a patch.
@@ -156,7 +178,7 @@ func PatchStatus(ctx context.Context, c client.Client, obj client.Object, update
 // If PatchOptions.Strict is set to true, the function clears the
 // ResourceVersion field on the copied object. This ensures that the
 // ResourceVersion is included in the generated patch, enforcing stricter
-// version handling during patch application.
+// version handling during the patch application.
 func getOriginalObject(obj client.Object, options PatchOptions) client.Object {
 	objOriginal := obj.DeepCopyObject().(client.Object)
 	if options.Strict {
@@ -166,19 +188,6 @@ func getOriginalObject(obj client.Object, options PatchOptions) client.Object {
 	return objOriginal
 }
 
-func updateAndPatch(obj client.Object, options PatchOptions, update func() (client.Object, bool, error), patchFn func(client.Patch) error) error {
-	objOriginal := getOriginalObject(obj, options)
-	objPatched, updated, err := update()
-	if err != nil || !updated {
-		return err
-	}
-	patch, err := createPatch(objOriginal, objPatched)
-	if err != nil {
-		return err
-	}
-	return patchFn(patch)
-}
-
 func createPatch(before, after client.Object) (client.Patch, error) {
 	patchBase := client.MergeFrom(before)
 	patchBytes, err := patchBase.Data(after)
diff --git a/site/content/en/docs/reference/kueue-config.v1beta1.md b/site/content/en/docs/reference/kueue-config.v1beta1.md
index 3f0e2025f..b69c10cd0 100644
--- a/site/content/en/docs/reference/kueue-config.v1beta1.md
+++ b/site/content/en/docs/reference/kueue-config.v1beta1.md
@@ -487,8 +487,8 @@ the expected format is <code>Kind.version.group.com</code>.</p>
 <a href="#config-kueue-x-k8s-io-v1beta1-PodIntegrationOptions"><code>PodIntegrationOptions</code></a>
 </td>
 <td>
-   <p>PodOptions defines kueue controller behaviour for pod objects
-Deprecated: This field will be removed on v1beta2, use ManagedJobsNamespaceSelector
+   <p>PodOptions defines kueue controller behaviour for pod objects</p>
+<p>Deprecated: This field will be removed on v1beta2, use ManagedJobsNamespaceSelector
 (https://kueue.sigs.k8s.io/docs/tasks/run/plain_pods/)
 instead.</p>
 </td>
diff --git a/site/content/en/docs/reference/kueue.v1beta1.md b/site/content/en/docs/reference/kueue.v1beta1.md
index 7f56da799..15eab11bd 100644
--- a/site/content/en/docs/reference/kueue.v1beta1.md
+++ b/site/content/en/docs/reference/kueue.v1beta1.md
@@ -503,8 +503,8 @@ not necessarily a Kubernetes Pod or Deployment name. Cannot be empty.</p>
 <td>
    <p>retryDelayMinutes specifies how long to keep the workload suspended after
 a failed check (after it transitioned to False). When the delay period has passed, the check
-state goes to &quot;Unknown&quot;. The default is 15 min.
-Deprecated: retryDelayMinutes has already been deprecated since v0.8 and will be removed in v1beta2.</p>
+state goes to &quot;Unknown&quot;. The default is 15 min.</p>
+<p>Deprecated: retryDelayMinutes has already been deprecated since v0.8 and will be removed in v1beta2.</p>
 </td>
 </tr>
 <tr><td><code>parameters</code><br/>
@@ -1197,8 +1197,8 @@ clusterQueue and haven't finished yet.</p>
 </td>
 <td>
    <p>pendingWorkloadsStatus contains the information exposed about the current
-status of the pending workloads in the cluster queue.
-Deprecated: This field is no longer effective since v0.14.0, which means Kueue no longer stores and updates information.
+status of the pending workloads in the cluster queue.</p>
+<p>Deprecated: This field is no longer effective since v0.14.0, which means Kueue no longer stores and updates information.
 You can migrate to VisibilityOnDemand
 (https://kueue.sigs.k8s.io/docs/tasks/manage/monitor_pending_workloads/pending_workloads_on_demand/)
 instead.</p>
@@ -1887,8 +1887,8 @@ workloads assigned to this LocalQueue.</p>
 <a href="#kueue-x-k8s-io-v1beta1-LocalQueueFlavorStatus"><code>[]LocalQueueFlavorStatus</code></a>
 </td>
 <td>
-   <p>flavors lists all currently available ResourceFlavors in specified ClusterQueue.
-Deprecated: Flavors is deprecated and marked for removal in v1beta2.</p>
+   <p>flavors lists all currently available ResourceFlavors in specified ClusterQueue.</p>
+<p>Deprecated: Flavors is deprecated and marked for removal in v1beta2.</p>
 </td>
 </tr>
 <tr><td><code>fairSharing</code><br/>
diff --git a/site/content/en/docs/tasks/dev/setup_multikueue_tas.md b/site/content/en/docs/tasks/dev/setup_multikueue_tas.md
new file mode 100644
index 000000000..3f28f20e8
--- /dev/null
+++ b/site/content/en/docs/tasks/dev/setup_multikueue_tas.md
@@ -0,0 +1,274 @@
+---
+title: "Setup MultiKueue with Topology-Aware Scheduling"
+date: 2025-11-17
+weight: 5
+description: >
+  Configure MultiKueue with Topology-Aware Scheduling for local development and testing.
+---
+
+This tutorial explains how you can configure a manager cluster and worker clusters to run jobs with [Topology-Aware Scheduling (TAS)](/docs/tasks/run/topology_aware_scheduling/) in a MultiKueue environment. We also outline the automated steps using Kind for local testing.
+
+Check the concepts section for a [MultiKueue overview](/docs/concepts/multikueue/) and [Topology-Aware Scheduling overview](/docs/concepts/topology_aware_scheduling/).
+
+{{% alert title="Note" color="primary" %}}
+MultiKueue with Topology-Aware Scheduling is available since Kueue v0.15.0.
+{{% /alert %}}
+
+## Automated Setup
+
+For a quick setup, download and run the setup script:
+
+```bash
+git clone https://github.com/kubernetes-sigs/kueue.git
+cd kueue/examples/multikueue/dev
+./setup-kind-multikueue-tas.sh
+```
+
+Alternatively, follow the manual steps below.
+
+## Step 1: Create Kind Clusters
+
+Create three Kind clusters (manager and two workers):
+
+```bash
+# Manager cluster
+cat <<EOF | kind create cluster --name manager --config=-
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+- role: worker
+  labels:
+    instance-type: on-demand
+    cloud.provider.com/node-group: tas-node
+EOF
+
+# Worker 1 cluster
+cat <<EOF | kind create cluster --name worker1 --config=-
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+- role: worker
+  labels:
+    instance-type: on-demand
+    cloud.provider.com/node-group: tas-node
+EOF
+
+# Worker 2 cluster
+cat <<EOF | kind create cluster --name worker2 --config=-
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+- role: worker
+  labels:
+    instance-type: on-demand
+    cloud.provider.com/node-group: tas-node
+EOF
+```
+
+{{% alert title="Note" color="primary" %}}
+This setup uses hostname-level topology (`kubernetes.io/hostname`). The `cloud.provider.com/node-group` label is used by the ResourceFlavor for node selection.
+{{% /alert %}}
+
+Verify all clusters are created:
+
+```bash
+kind get clusters
+# Expected output:
+# manager
+# worker1
+# worker2
+```
+
+## Step 2: Install Kueue on All Clusters
+
+```bash
+KUEUE_VERSION=v0.15.0
+kubectl --context kind-manager apply --server-side -f https://github.com/kubernetes-sigs/kueue/releases/download/${KUEUE_VERSION}/manifests.yaml
+kubectl --context kind-worker1 apply --server-side -f https://github.com/kubernetes-sigs/kueue/releases/download/${KUEUE_VERSION}/manifests.yaml
+kubectl --context kind-worker2 apply --server-side -f https://github.com/kubernetes-sigs/kueue/releases/download/${KUEUE_VERSION}/manifests.yaml
+
+for ctx in kind-manager kind-worker1 kind-worker2; do
+  kubectl --context $ctx wait --for=condition=available --timeout=300s deployment/kueue-controller-manager -n kueue-system
+done
+```
+
+## Step 3: Configure Manager for Kind
+
+Enable the feature gate for insecure kubeconfigs and configure integrations:
+
+```bash
+# Enable feature gate (required for Kind clusters with insecure-skip-tls-verify)
+kubectl --context kind-manager patch deployment kueue-controller-manager -n kueue-system --type='json' \
+  -p='[{"op": "add", "path": "/spec/template/spec/containers/0/args/-", "value": "--feature-gates=MultiKueueAllowInsecureKubeconfigs=true"}]'
+
+# Configure to use only batch/job integration
+cat > /tmp/kueue-integrations-patch.yaml <<'EOF'
+data:
+  controller_manager_config.yaml: |
+    apiVersion: config.kueue.x-k8s.io/v1beta2
+    kind: Configuration
+    health:
+      healthProbeBindAddress: :8081
+    metrics:
+      bindAddress: :8443
+    webhook:
+      port: 9443
+    leaderElection:
+      leaderElect: true
+      resourceName: c1f6bfd2.kueue.x-k8s.io
+    controller:
+      groupKindConcurrency:
+        Job.batch: 5
+        Pod: 5
+        Workload.kueue.x-k8s.io: 5
+        LocalQueue.kueue.x-k8s.io: 1
+        Cohort.kueue.x-k8s.io: 1
+        ClusterQueue.kueue.x-k8s.io: 1
+        ResourceFlavor.kueue.x-k8s.io: 1
+    clientConnection:
+      qps: 50
+      burst: 100
+    integrations:
+      frameworks:
+      - "batch/job"
+EOF
+kubectl --context kind-manager patch configmap kueue-manager-config -n kueue-system --patch-file=/tmp/kueue-integrations-patch.yaml
+
+# Restart controller to apply changes
+kubectl --context kind-manager rollout restart deployment/kueue-controller-manager -n kueue-system
+kubectl --context kind-manager rollout status deployment/kueue-controller-manager -n kueue-system --timeout=180s
+```
+
+## Step 4: Configure Worker Clusters
+
+Apply the worker configuration with TAS:
+
+{{< include "examples/multikueue/tas/worker-setup.yaml" "yaml" >}}
+
+```bash
+kubectl --context kind-worker1 apply -f examples/multikueue/tas/worker-setup.yaml
+kubectl --context kind-worker2 apply -f examples/multikueue/tas/worker-setup.yaml
+```
+
+Create ServiceAccounts and kubeconfigs for MultiKueue on both workers:
+
+```bash
+for cluster in worker1 worker2; do
+  # Create ServiceAccount
+  kubectl --context kind-${cluster} create sa multikueue-sa -n kueue-system
+
+  # Create ClusterRoles
+  kubectl --context kind-${cluster} create clusterrole multikueue-role \
+    --verb=create,delete,get,list,watch \
+    --resource=jobs.batch,workloads.kueue.x-k8s.io,pods
+
+  kubectl --context kind-${cluster} create clusterrole multikueue-role-status \
+    --verb=get,patch,update \
+    --resource=jobs.batch/status,workloads.kueue.x-k8s.io/status,pods/status
+
+  # Create ClusterRoleBindings
+  kubectl --context kind-${cluster} create clusterrolebinding multikueue-crb \
+    --clusterrole=multikueue-role \
+    --serviceaccount=kueue-system:multikueue-sa
+
+  kubectl --context kind-${cluster} create clusterrolebinding multikueue-crb-status \
+    --clusterrole=multikueue-role-status \
+    --serviceaccount=kueue-system:multikueue-sa
+
+  # Create token and kubeconfig
+  TOKEN=$(kubectl --context kind-${cluster} create token multikueue-sa -n kueue-system --duration=24h)
+
+  cat > ${cluster}.kubeconfig <<EOF
+apiVersion: v1
+kind: Config
+clusters:
+- cluster:
+    insecure-skip-tls-verify: true
+    server: https://${cluster}-control-plane:6443
+  name: ${cluster}
+contexts:
+- context:
+    cluster: ${cluster}
+    user: multikueue-sa
+  name: ${cluster}
+current-context: ${cluster}
+users:
+- name: multikueue-sa
+  user:
+    token: ${TOKEN}
+EOF
+done
+```
+
+## Step 5: Configure Manager Cluster
+
+Create secrets and apply configuration:
+
+```bash
+kubectl --context kind-manager create secret generic worker1-secret -n kueue-system --from-file=kubeconfig=worker1.kubeconfig
+kubectl --context kind-manager create secret generic worker2-secret -n kueue-system --from-file=kubeconfig=worker2.kubeconfig
+```
+
+{{< include "examples/multikueue/tas/manager-setup.yaml" "yaml" >}}
+
+```bash
+kubectl --context kind-manager apply -f examples/multikueue/tas/manager-setup.yaml
+```
+
+## Step 6: Validate the Setup
+
+Verify that all components are active:
+
+```bash
+kubectl --context kind-manager get clusterqueue,admissioncheck,multikueuecluster
+```
+
+Expected output:
+
+```
+NAME                                        COHORT   PENDING WORKLOADS
+clusterqueue.kueue.x-k8s.io/cluster-queue            0
+
+NAME                                          AGE
+admissioncheck.kueue.x-k8s.io/multikueue-ac   5m
+
+NAME                                       CONNECTED   AGE
+multikueuecluster.kueue.x-k8s.io/worker1   True        5m
+multikueuecluster.kueue.x-k8s.io/worker2   True        5m
+```
+
+## Step 7: Submit a TAS Job
+
+Submit a sample job that requires topology-aware scheduling:
+
+{{< include "examples/multikueue/dev/sample-tas-job.yaml" "yaml" >}}
+
+```bash
+kubectl --context kind-manager apply -f examples/multikueue/dev/sample-tas-job.yaml
+kubectl --context kind-manager get workloads -n default
+```
+
+Expected output showing the workload was admitted and delegated to a worker cluster:
+
+```
+NAME               QUEUE        RESERVED IN   ADMITTED   AGE
+tas-sample-job     user-queue   worker1       True       5s
+implicit-tas-job   user-queue   worker2       True       5s
+```
+
+
+## Cleanup
+
+Delete the Kind clusters:
+
+```bash
+kind delete clusters manager worker1 worker2
+```
+
+## Next Steps
+
+- Learn more about [Topology-Aware Scheduling](/docs/concepts/topology_aware_scheduling/)
+- Explore [MultiKueue concepts](/docs/concepts/multikueue/)
diff --git a/site/content/en/docs/tasks/manage/setup_multikueue.md b/site/content/en/docs/tasks/manage/setup_multikueue.md
index abb94c173..c5be18d50 100644
--- a/site/content/en/docs/tasks/manage/setup_multikueue.md
+++ b/site/content/en/docs/tasks/manage/setup_multikueue.md
@@ -109,6 +109,20 @@ AC - Active: True Reason: Active Message: The admission check is active
 MC - Active: True Reason: Active Message: Connected
 ```
 
+### Create a sample setup with TAS
+
+To enable Topology-Aware Scheduling (TAS) in a MultiKueue setup, configure the worker clusters with topology levels and the manager cluster with delayed topology requests.
+
+Worker cluster configuration:
+
+{{< include "examples/multikueue/tas/worker-setup.yaml" "yaml" >}}
+
+Manager cluster configuration:
+
+{{< include "examples/multikueue/tas/manager-setup.yaml" "yaml" >}}
+
+For a complete setup guide including local development with Kind, see the [Setup MultiKueue with Topology-Aware Scheduling](/docs/tasks/dev/setup_multikueue_tas/) guide.
+
 ## (Optional) Setup MultiKueue with Open Cluster Management
 
 [Open Cluster Management (OCM)](https://open-cluster-management.io/) is a community-driven project focused on multicluster and multicloud scenarios for Kubernetes apps.
diff --git a/site/static/examples/multikueue/dev/manager-kind-config.yaml b/site/static/examples/multikueue/dev/manager-kind-config.yaml
new file mode 100644
index 000000000..8f03cf1ed
--- /dev/null
+++ b/site/static/examples/multikueue/dev/manager-kind-config.yaml
@@ -0,0 +1,8 @@
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+- role: worker
+  labels:
+    instance-type: on-demand
+    cloud.provider.com/node-group: tas-node
diff --git a/site/static/examples/multikueue/dev/sample-tas-job.yaml b/site/static/examples/multikueue/dev/sample-tas-job.yaml
new file mode 100644
index 000000000..9dc60eef4
--- /dev/null
+++ b/site/static/examples/multikueue/dev/sample-tas-job.yaml
@@ -0,0 +1,56 @@
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: tas-sample-job
+  namespace: default
+  labels:
+    kueue.x-k8s.io/queue-name: user-queue
+spec:
+  parallelism: 2
+  completions: 2
+  suspend: true
+  template:
+    metadata:
+      annotations:
+        kueue.x-k8s.io/podset-required-topology: kubernetes.io/hostname
+    spec:
+      restartPolicy: Never
+      containers:
+      - name: sample-container
+        image: registry.k8s.io/e2e-test-images/agnhost:2.40
+        args: ["pause"]
+        resources:
+          requests:
+            cpu: "1"
+            memory: "1Gi"
+          limits:
+            cpu: "1"
+            memory: "1Gi"
+      terminationGracePeriodSeconds: 5
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: implicit-tas-job
+  namespace: default
+  labels:
+    kueue.x-k8s.io/queue-name: user-queue
+spec:
+  parallelism: 3
+  completions: 3
+  suspend: true
+  template:
+    spec:
+      restartPolicy: Never
+      containers:
+      - name: sample-container
+        image: registry.k8s.io/e2e-test-images/agnhost:2.40
+        args: ["pause"]
+        resources:
+          requests:
+            cpu: "500m"
+            memory: "512Mi"
+          limits:
+            cpu: "500m"
+            memory: "512Mi"
+      terminationGracePeriodSeconds: 5
diff --git a/site/static/examples/multikueue/dev/setup-kind-multikueue-tas.sh b/site/static/examples/multikueue/dev/setup-kind-multikueue-tas.sh
new file mode 100755
index 000000000..182f6b409
--- /dev/null
+++ b/site/static/examples/multikueue/dev/setup-kind-multikueue-tas.sh
@@ -0,0 +1,198 @@
+#!/usr/bin/env bash
+
+# Copyright The Kubernetes Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+KUEUE_VERSION="${KUEUE_VERSION:-v0.15.0}"
+USE_MAIN_BRANCH="${USE_MAIN_BRANCH:-false}"
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+WORKER_CLUSTERS="worker1 worker2"
+
+# Parse command line flags
+while [[ $# -gt 0 ]]; do
+    case $1 in
+        --main)
+            USE_MAIN_BRANCH=true
+            shift
+            ;;
+        --version)
+            KUEUE_VERSION="$2"
+            shift 2
+            ;;
+        *)
+            echo "Unknown option: $1"
+            echo "Usage: $0 [--main] [--version VERSION]"
+            echo "  --main           Use main branch instead of released version"
+            echo "  --version        Specify Kueue version (default: v0.15.0)"
+            exit 1
+            ;;
+    esac
+done
+
+echo "========================================"
+echo "MultiKueue + TAS Setup"
+echo "========================================"
+
+# Create Kind clusters
+echo "[1/5] Creating Kind clusters..."
+if kind get clusters 2>/dev/null | grep -q "^manager$"; then
+    echo "Cluster manager already exists, skipping..."
+else
+    echo "Creating cluster: manager"
+    kind create cluster --name manager --config="${SCRIPT_DIR}/manager-kind-config.yaml"
+fi
+
+for cluster in ${WORKER_CLUSTERS}; do
+    if kind get clusters 2>/dev/null | grep -q "^${cluster}$"; then
+        echo "Cluster ${cluster} already exists, skipping..."
+    else
+        echo "Creating cluster: ${cluster}"
+        kind create cluster --name "${cluster}" --config="${SCRIPT_DIR}/worker-kind-config.yaml"
+    fi
+done
+
+kubectl config use-context kind-manager
+
+# Install Kueue
+if [ "$USE_MAIN_BRANCH" = "true" ]; then
+    echo "[2/5] Installing Kueue from main branch..."
+    KUEUE_APPLY_FLAGS="-k github.com/kubernetes-sigs/kueue/config/default?ref=main"
+else
+    echo "[2/5] Installing Kueue ${KUEUE_VERSION}..."
+    KUEUE_APPLY_FLAGS="-f https://github.com/kubernetes-sigs/kueue/releases/download/${KUEUE_VERSION}/manifests.yaml"
+fi
+
+for cluster in manager ${WORKER_CLUSTERS}; do
+    # shellcheck disable=SC2086
+    kubectl --context "kind-${cluster}" apply --server-side ${KUEUE_APPLY_FLAGS}
+    kubectl --context "kind-${cluster}" wait --for=condition=available --timeout=300s deployment/kueue-controller-manager -n kueue-system
+done
+
+# Configure manager for Kind clusters
+kubectl --context kind-manager patch deployment kueue-controller-manager -n kueue-system --type='json' \
+  -p='[{"op": "add", "path": "/spec/template/spec/containers/0/args/-", "value": "--feature-gates=MultiKueueAllowInsecureKubeconfigs=true"}]'
+
+cat > /tmp/kueue-integrations-patch.yaml <<'EOF'
+data:
+  controller_manager_config.yaml: |
+    apiVersion: config.kueue.x-k8s.io/v1beta2
+    kind: Configuration
+    health:
+      healthProbeBindAddress: :8081
+    metrics:
+      bindAddress: :8443
+    webhook:
+      port: 9443
+    leaderElection:
+      leaderElect: true
+      resourceName: c1f6bfd2.kueue.x-k8s.io
+    controller:
+      groupKindConcurrency:
+        Job.batch: 5
+        Pod: 5
+        Workload.kueue.x-k8s.io: 5
+        LocalQueue.kueue.x-k8s.io: 1
+        Cohort.kueue.x-k8s.io: 1
+        ClusterQueue.kueue.x-k8s.io: 1
+        ResourceFlavor.kueue.x-k8s.io: 1
+    clientConnection:
+      qps: 50
+      burst: 100
+    integrations:
+      frameworks:
+      - "batch/job"
+EOF
+kubectl --context kind-manager patch configmap kueue-manager-config -n kueue-system --patch-file=/tmp/kueue-integrations-patch.yaml
+kubectl --context kind-manager rollout restart deployment/kueue-controller-manager -n kueue-system
+kubectl --context kind-manager rollout status deployment/kueue-controller-manager -n kueue-system --timeout=180s
+
+# Configure workers
+echo "[3/5] Configuring worker clusters..."
+for cluster in ${WORKER_CLUSTERS}; do
+    kubectl --context "kind-${cluster}" apply -f "${SCRIPT_DIR}/../tas/worker-setup.yaml"
+done
+
+# Create worker kubeconfigs
+echo "[4/5] Creating worker kubeconfigs..."
+for cluster in ${WORKER_CLUSTERS}; do
+    # Create ServiceAccount
+    kubectl --context "kind-${cluster}" create sa multikueue-sa -n kueue-system 2>/dev/null || true
+
+    # Create ClusterRole for Jobs
+    kubectl --context "kind-${cluster}" create clusterrole multikueue-role \
+      --verb=create,delete,get,list,watch \
+      --resource=jobs.batch,workloads.kueue.x-k8s.io,pods 2>/dev/null || true
+
+    kubectl --context "kind-${cluster}" create clusterrole multikueue-role-status \
+      --verb=get,patch,update \
+      --resource=jobs.batch/status,workloads.kueue.x-k8s.io/status,pods/status 2>/dev/null || true
+
+    # Create ClusterRoleBindings
+    kubectl --context "kind-${cluster}" create clusterrolebinding multikueue-crb \
+      --clusterrole=multikueue-role \
+      --serviceaccount=kueue-system:multikueue-sa 2>/dev/null || true
+
+    kubectl --context "kind-${cluster}" create clusterrolebinding multikueue-crb-status \
+      --clusterrole=multikueue-role-status \
+      --serviceaccount=kueue-system:multikueue-sa 2>/dev/null || true
+
+    # Create token
+    TOKEN=$(kubectl --context "kind-${cluster}" create token multikueue-sa -n kueue-system --duration=24h)
+
+    # Create kubeconfig with insecure-skip-tls-verify for Kind clusters
+    cat > "${SCRIPT_DIR}/${cluster}.kubeconfig" <<EOF
+apiVersion: v1
+kind: Config
+clusters:
+- cluster:
+    insecure-skip-tls-verify: true
+    server: https://${cluster}-control-plane:6443
+  name: ${cluster}
+contexts:
+- context:
+    cluster: ${cluster}
+    user: multikueue-sa
+  name: ${cluster}
+current-context: ${cluster}
+users:
+- name: multikueue-sa
+  user:
+    token: ${TOKEN}
+EOF
+done
+
+# Configure manager
+echo "[5/5] Configuring manager cluster..."
+for cluster in ${WORKER_CLUSTERS}; do
+    kubectl --context kind-manager create secret generic "${cluster}-secret" -n kueue-system --from-file=kubeconfig="${SCRIPT_DIR}/${cluster}.kubeconfig" --dry-run=client -o yaml | kubectl --context kind-manager apply -f -
+done
+kubectl --context kind-manager apply -f "${SCRIPT_DIR}/../tas/manager-setup.yaml"
+
+echo ""
+echo "========================================"
+echo "✓ Setup Complete"
+echo "========================================"
+echo ""
+echo "Submit sample job:"
+echo "  kubectl --context kind-manager apply -f ${SCRIPT_DIR}/sample-tas-job.yaml"
+echo ""
+echo "Monitor workloads:"
+echo "  kubectl --context kind-manager get workloads -n default -w"
+echo ""
+echo "Cleanup:"
+echo "  kind delete clusters manager ${WORKER_CLUSTERS}"
diff --git a/site/static/examples/multikueue/dev/worker-kind-config.yaml b/site/static/examples/multikueue/dev/worker-kind-config.yaml
new file mode 100644
index 000000000..8f03cf1ed
--- /dev/null
+++ b/site/static/examples/multikueue/dev/worker-kind-config.yaml
@@ -0,0 +1,8 @@
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+nodes:
+- role: control-plane
+- role: worker
+  labels:
+    instance-type: on-demand
+    cloud.provider.com/node-group: tas-node
diff --git a/site/static/examples/multikueue/tas/manager-setup.yaml b/site/static/examples/multikueue/tas/manager-setup.yaml
new file mode 100644
index 000000000..45f08ebc8
--- /dev/null
+++ b/site/static/examples/multikueue/tas/manager-setup.yaml
@@ -0,0 +1,81 @@
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: Topology
+metadata:
+  name: default
+spec:
+  levels:
+  - nodeLabel: kubernetes.io/hostname
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: ResourceFlavor
+metadata:
+  name: tas-flavor
+spec:
+  nodeLabels:
+    cloud.provider.com/node-group: tas-node
+  topologyName: default
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: MultiKueueConfig
+metadata:
+  name: multikueue-config
+spec:
+  clusters:
+  - worker1
+  - worker2
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: AdmissionCheck
+metadata:
+  name: multikueue-ac
+spec:
+  controllerName: kueue.x-k8s.io/multikueue
+  parameters:
+    apiGroup: kueue.x-k8s.io
+    kind: MultiKueueConfig
+    name: multikueue-config
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: MultiKueueCluster
+metadata:
+  name: worker1
+spec:
+  kubeConfig:
+    locationType: Secret
+    location: worker1-secret
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: MultiKueueCluster
+metadata:
+  name: worker2
+spec:
+  kubeConfig:
+    locationType: Secret
+    location: worker2-secret
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: ClusterQueue
+metadata:
+  name: cluster-queue
+spec:
+  namespaceSelector: {}
+  resourceGroups:
+  - coveredResources: ["cpu", "memory"]
+    flavors:
+    - name: tas-flavor
+      resources:
+      - name: cpu
+        nominalQuota: 16
+      - name: memory
+        nominalQuota: 32Gi
+  admissionChecksStrategy:
+    admissionChecks:
+    - name: multikueue-ac
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: LocalQueue
+metadata:
+  namespace: default
+  name: user-queue
+spec:
+  clusterQueue: cluster-queue
diff --git a/site/static/examples/multikueue/tas/worker-setup.yaml b/site/static/examples/multikueue/tas/worker-setup.yaml
new file mode 100644
index 000000000..599b81267
--- /dev/null
+++ b/site/static/examples/multikueue/tas/worker-setup.yaml
@@ -0,0 +1,40 @@
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: Topology
+metadata:
+  name: default
+spec:
+  levels:
+  - nodeLabel: kubernetes.io/hostname
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: ResourceFlavor
+metadata:
+  name: tas-flavor
+spec:
+  nodeLabels:
+    cloud.provider.com/node-group: tas-node
+  topologyName: default
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: ClusterQueue
+metadata:
+  name: worker-cluster-queue
+spec:
+  namespaceSelector: {}
+  resourceGroups:
+  - coveredResources: ["cpu", "memory"]
+    flavors:
+    - name: tas-flavor
+      resources:
+      - name: cpu
+        nominalQuota: 8
+      - name: memory
+        nominalQuota: 16Gi
+---
+apiVersion: kueue.x-k8s.io/v1beta2
+kind: LocalQueue
+metadata:
+  namespace: default
+  name: user-queue
+spec:
+  clusterQueue: worker-cluster-queue



Test patch:
diff --git a/pkg/util/client/client_test.go b/pkg/util/client/client_test.go
index 7cb8e2506..f3b2d2db9 100644
--- a/pkg/util/client/client_test.go
+++ b/pkg/util/client/client_test.go
@@ -53,10 +53,8 @@ func newObject(resourceVersion string, opts ...func(*batchv1.Job)) *batchv1.Job
 
 func TestPatch(t *testing.T) {
 	type args struct {
-		// context: initialized in t.Run().
-		// client: initialized in t.Run().
 		obj     client.Object
-		update  func() (client.Object, bool, error)
+		update  UpdateFunc
 		options []PatchOption
 	}
 	type want struct {
@@ -181,10 +179,8 @@ func TestPatch(t *testing.T) {
 
 func TestPatchStatus(t *testing.T) {
 	type args struct {
-		// context: initialized in t.Run().
-		// client: initialized in t.Run().
 		obj     client.Object
-		update  func() (client.Object, bool, error)
+		update  UpdateFunc
 		options []PatchOption
 	}
 	type want struct {
diff --git a/test/integration/singlecluster/controller/jobs/job/job_controller_test.go b/test/integration/singlecluster/controller/jobs/job/job_controller_test.go
index 5a3bee0f6..46d522446 100644
--- a/test/integration/singlecluster/controller/jobs/job/job_controller_test.go
+++ b/test/integration/singlecluster/controller/jobs/job/job_controller_test.go
@@ -2387,10 +2387,8 @@ var _ = ginkgo.Describe("Interacting with scheduler", ginkgo.Ordered, ginkgo.Con
 				Name:      workloadjob.GetWorkloadNameForJob(lowJob.Name, lowJob.UID),
 				Namespace: ns.Name,
 			}
-			ginkgo.By("Fetching the created low priority workload", func() {
-				gomega.Eventually(func(g gomega.Gomega) {
-					g.Expect(k8sClient.Get(ctx, lowWlLookupKey, createdLowWorkload)).Should(gomega.Succeed())
-				}, util.Timeout, util.Interval).Should(gomega.Succeed())
+			ginkgo.By("Verifying the created low priority workload is quota reserved", func() {
+				util.ExpectWorkloadsToHaveQuotaReservationByKey(ctx, k8sClient, clusterQueue.Name, lowWlLookupKey)
 			})
 
 			ginkgo.By("Setting ready for admission checks in low priority workload", func() {
@@ -2433,10 +2431,8 @@ var _ = ginkgo.Describe("Interacting with scheduler", ginkgo.Ordered, ginkgo.Con
 				Name:      workloadjob.GetWorkloadNameForJob(highJob.Name, highJob.UID),
 				Namespace: ns.Name,
 			}
-			ginkgo.By("Fetching the created high priority workload", func() {
-				gomega.Eventually(func(g gomega.Gomega) {
-					g.Expect(k8sClient.Get(ctx, highWlLookupKey, createdHighWorkload)).Should(gomega.Succeed())
-				}, util.Timeout, util.Interval).Should(gomega.Succeed())
+			ginkgo.By("Verifying the created high priority workload is quota reserved", func() {
+				util.ExpectWorkloadsToHaveQuotaReservationByKey(ctx, k8sClient, clusterQueue.Name, highWlLookupKey)
 			})
 
 			ginkgo.By("Setting ready for admission checks in high priority workload", func() {
diff --git a/test/util/util.go b/test/util/util.go
index 675f768ac..837b73f8b 100644
--- a/test/util/util.go
+++ b/test/util/util.go
@@ -295,16 +295,26 @@ func FinishWorkloads(ctx context.Context, k8sClient client.Client, workloads ...
 }
 
 func ExpectWorkloadsToHaveQuotaReservation(ctx context.Context, k8sClient client.Client, cqName string, wls ...*kueue.Workload) {
-	gomega.EventuallyWithOffset(1, func(g gomega.Gomega) {
+	ginkgo.GinkgoHelper()
+	wlKeys := make([]client.ObjectKey, len(wls))
+	for index, wl := range wls {
+		wlKeys[index] = client.ObjectKeyFromObject(wl)
+	}
+	ExpectWorkloadsToHaveQuotaReservationByKey(ctx, k8sClient, cqName, wlKeys...)
+}
+
+func ExpectWorkloadsToHaveQuotaReservationByKey(ctx context.Context, k8sClient client.Client, cqName string, wlKeys ...client.ObjectKey) {
+	ginkgo.GinkgoHelper()
+	gomega.Eventually(func(g gomega.Gomega) {
 		admitted := 0
 		var updatedWorkload kueue.Workload
-		for _, wl := range wls {
-			g.Expect(k8sClient.Get(ctx, client.ObjectKeyFromObject(wl), &updatedWorkload)).To(gomega.Succeed())
+		for _, wlKey := range wlKeys {
+			g.Expect(k8sClient.Get(ctx, wlKey, &updatedWorkload)).To(gomega.Succeed())
 			if workload.HasQuotaReservation(&updatedWorkload) && string(updatedWorkload.Status.Admission.ClusterQueue) == cqName {
 				admitted++
 			}
 		}
-		g.Expect(admitted).Should(gomega.Equal(len(wls)), "Not enough workloads were admitted")
+		g.Expect(admitted).Should(gomega.Equal(len(wlKeys)), "Not enough workloads were admitted")
 	}, Timeout, Interval).Should(gomega.Succeed())
 }