diff --git a/.env b/.env
index 7d3162896e..8471fc1681 100644
--- a/.env
+++ b/.env
@@ -5,11 +5,11 @@ IMAGE_ARCH=amd64
 OS_NAME=ubuntu22.04
 
 # for services.builder.image in docker-compose.yml
-DATE_VERSION=20260205-982c238
-LATEST_DATE_VERSION=20260205-982c238
+DATE_VERSION=20260318-39568a2
+LATEST_DATE_VERSION=20260318-39568a2
 # for services.gpubuilder.image in docker-compose.yml
-GPU_DATE_VERSION=20260205-982c238
-LATEST_GPU_DATE_VERSION=20260205-982c238 
+GPU_DATE_VERSION=20260318-39568a2
+LATEST_GPU_DATE_VERSION=20260318-39568a2 
 
 # for other services in docker-compose.yml
 MINIO_ADDRESS=minio:9000
diff --git a/.github/workflows/mac.yaml b/.github/workflows/mac.yaml
index 100716e95b..e9d2384b6a 100644
--- a/.github/workflows/mac.yaml
+++ b/.github/workflows/mac.yaml
@@ -78,7 +78,7 @@ jobs:
       - name: Setup Go environment
         uses: actions/setup-go@v4
         with:
-          go-version: '1.24.12'
+          go-version: '1.25.8'
           cache: false
       - name: Download Caches
         uses: ./.github/actions/macos-cache-restore
diff --git a/.golangci.yml b/.golangci.yml
index 4b2bcd7639..ac9c722ce0 100644
--- a/.golangci.yml
+++ b/.golangci.yml
@@ -1,209 +1,351 @@
+version: "2"
 run:
-  go: "1.22"
+  go: "1.25"
   build-tags:
     - dynamic
     - test
-
 linters:
-  disable-all: true
+  default: none
   enable:
-    - gosimple
-    - govet
-    - ineffassign
-    - staticcheck
     - decorder
     - depguard
-    - gofmt
-    - goimports
-    - gosec
-    - revive
-    - unconvert
-    - misspell
-    - typecheck
     - durationcheck
     - forbidigo
-    - gci
-    - whitespace
-    - gofumpt
     - gocritic
-
-linters-settings:
-  gci:
-    sections:
-      - standard
-      - default
-      - prefix(github.com/milvus-io)
-    custom-order: true
-  govet:
-    enable: # add extra linters
-      - nilness
-  gofumpt:
-    module-path: github.com/milvus-io
-  goimports:
-    local-prefixes: github.com/milvus-io
-  revive:
+    - gosec
+    - govet
+    - ineffassign
+    - misspell
+    - revive
+    - staticcheck
+    - unconvert
+    - whitespace
+  settings:
+    depguard:
+      rules:
+        main:
+          deny:
+            - pkg: errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/pkg/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/pingcap/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: golang.org/x/xerrors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/go-errors/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: io/ioutil
+              desc: ioutil is deprecated after 1.16, 1.17, use os and io package instead
+            - pkg: github.com/tikv/client-go/rawkv
+              desc: not allowed, use github.com/tikv/client-go/v2/txnkv
+            - pkg: github.com/tikv/client-go/v2/rawkv
+              desc: not allowed, use github.com/tikv/client-go/v2/txnkv
+            - pkg: github.com/gogo/protobuf
+              desc: not allowed, gogo protobuf is deprecated
+            - pkg: github.com/golang/protobuf/proto
+              desc: not allowed, protobuf v1 is deprecated, use google.golang.org/protobuf/proto instead
+            - pkg: github.com/pingcap/log
+              desc: not allowed, use github.com/milvus-io/milvus/pkg/v2/log
+    forbidigo:
+      forbid:
+        - pattern: ^time\.Tick$
+        - pattern: return merr\.Err[a-zA-Z]+
+        - pattern: merr\.Wrap\w+\(\)\.Error\(\)
+        - pattern: '\.(ErrorCode|Reason) = '
+        - pattern: Reason:\s+\w+\.Error\(\)
+        - pattern: errors.New\((.+)\.GetReason\(\)\)
+        - pattern: commonpb\.Status\{[\s\n]*ErrorCode:[\s\n]*.+[\s\S\n]*?\}
+        - pattern: os\.Open\(.+\)
+        - pattern: os\.ReadFile\(.+\)
+        - pattern: os\.WriteFile\(.+\)
+        - pattern: runtime.NumCPU
+        - pattern: runtime.GOMAXPROCS(0)
+    gocritic:
+      enabled-tags: []
+      enabled-checks:
+        - ruleguard
+      settings:
+        ruleguard:
+          rules: rules.go
+    govet:
+      enable:
+        - nilness
+      disable:
+        # TODO: re-enable printf after investigating false positives with Go 1.25 + golangci-lint v2
+        - printf
+    misspell:
+      locale: US
+    revive:
+      rules:
+        - name: unused-parameter
+          disabled: true
+        - name: var-naming
+          arguments:
+            - - ID
+              - IDS
+          severity: warning
+          disabled: false
+        - name: context-as-argument
+          arguments:
+            - allowTypesBefore: '*testing.T'
+          severity: warning
+          disabled: false
+        - name: datarace
+          severity: warning
+          disabled: false
+        - name: duplicated-imports
+          severity: warning
+          disabled: false
+        - name: waitgroup-by-value
+          severity: warning
+          disabled: false
+        - name: indent-error-flow
+          arguments:
+            - preserveScope
+          severity: warning
+          disabled: false
+        - name: range-val-in-closure
+          severity: warning
+          disabled: false
+        - name: range-val-address
+          severity: warning
+          disabled: false
+        - name: string-of-int
+          severity: warning
+          disabled: false
+  exclusions:
+    generated: lax
     rules:
-      - name: unused-parameter
-        disabled: true
-      - name: var-naming
-        severity: warning
-        disabled: false
-        arguments:
-          - ["ID", "IDS"] # Allow list
-      - name: context-as-argument
-        severity: warning
-        disabled: false
-        arguments:
-          - allowTypesBefore: "*testing.T"
-      - name: datarace
-        severity: warning
-        disabled: false
-      - name: duplicated-imports
-        severity: warning
-        disabled: false
-      - name: waitgroup-by-value
-        severity: warning
-        disabled: false
-      - name: indent-error-flow
-        severity: warning
-        disabled: false
-        arguments:
-          - "preserveScope"
-      - name: range-val-in-closure
-        severity: warning
-        disabled: false
-      - name: range-val-address
-        severity: warning
-        disabled: false
-      - name: string-of-int
-        severity: warning
-        disabled: false
-  misspell:
-    locale: US
-  gocritic:
-    enabled-checks:
-      - ruleguard
-    settings:
-      ruleguard:
-        failOnError: true
-        rules: "rules.go"
-  depguard:
-    rules:
-      main:
-        deny:
-          - pkg: "errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/pkg/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/pingcap/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "golang.org/x/xerrors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/go-errors/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "io/ioutil"
-            desc: ioutil is deprecated after 1.16, 1.17, use os and io package instead
-          - pkg: "github.com/tikv/client-go/rawkv"
-            desc: not allowed, use github.com/tikv/client-go/v2/txnkv
-          - pkg: "github.com/tikv/client-go/v2/rawkv"
-            desc: not allowed, use github.com/tikv/client-go/v2/txnkv
-          - pkg: "github.com/gogo/protobuf"
-            desc: "not allowed, gogo protobuf is deprecated"
-          - pkg: "github.com/golang/protobuf/proto"
-            desc: "not allowed, protobuf v1 is deprecated, use google.golang.org/protobuf/proto instead"
-          - pkg: "github.com/pingcap/log"
-            desc: "not allowed, use github.com/milvus-io/milvus/pkg/v2/log"
-  forbidigo:
-    forbid:
-      - '^time\.Tick$'
-      - 'return merr\.Err[a-zA-Z]+'
-      - 'merr\.Wrap\w+\(\)\.Error\(\)'
-      - '\.(ErrorCode|Reason) = '
-      - 'Reason:\s+\w+\.Error\(\)'
-      - 'errors.New\((.+)\.GetReason\(\)\)'
-      - 'commonpb\.Status\{[\s\n]*ErrorCode:[\s\n]*.+[\s\S\n]*?\}'
-      - 'os\.Open\(.+\)'
-      - 'os\.ReadFile\(.+\)'
-      - 'os\.WriteFile\(.+\)'
-      - "runtime.NumCPU"
-      - "runtime.GOMAXPROCS(0)"
-      #- 'fmt\.Print.*' WIP
-
+      - linters:
+          - forbidigo
+        path: .+_test\.go
+      - path: mocks\/(.)+mock_(.+)\.go
+        text: don't use an underscore in package name
+      # TODO: cleanup in follow-up PR — v2 linters are stricter than v1 on existing code
+      - linters:
+          - misspell
+          - ineffassign
+          - unconvert
+          - depguard
+          - whitespace
+          - revive
+          - gocritic
+        path: ^internal/(datacoord|datanode)/
+      - linters:
+          - unconvert
+        path: ^(cmd/tools|internal/util|tests/integration)/
+      - path: (.+)\.go$
+        text: should have a package comment
+      - path: (.+)\.go$
+        text: should have comment
+      - path: (.+)\.go$
+        text: should be of the form
+      - path: (.+)\.go$
+        text: should not use dot imports
+      - path: (.+)\.go$
+        text: which can be annoying to use
+      - path: (.+)\.go$
+        text: G102
+      - path: (.+)\.go$
+        text: G103
+      - path: (.+)\.go$
+        text: G104
+      - path: (.+)\.go$
+        text: G301
+      - path: (.+)\.go$
+        text: G302
+      - path: (.+)\.go$
+        text: G304
+      - path: (.+)\.go$
+        text: G307
+      - path: (.+)\.go$
+        text: G402
+      - path: (.+)\.go$
+        text: G404
+      - path: (.+)\.go$
+        text: SA1019
+      - path: (.+)\.go$
+        text: SA5001
+      - path: (.+)\.go$
+        text: sloppyLen
+      - path: (.+)\.go$
+        text: dupSubExpr
+      - path: (.+)\.go$
+        text: assignOp
+      - path: (.+)\.go$
+        text: ifElseChain
+      - path: (.+)\.go$
+        text: elseif
+      - path: (.+)\.go$
+        text: commentFormatting
+      - path: (.+)\.go$
+        text: exitAfterDefer
+      - path: (.+)\.go$
+        text: captLocal
+      - path: (.+)\.go$
+        text: singleCaseSwitch
+      - path: (.+)\.go$
+        text: typeSwitchVar
+      - path: (.+)\.go$
+        text: indent-error-flow
+      - path: (.+)\.go$
+        text: appendAssign
+      - path: (.+)\.go$
+        text: deprecatedComment
+      - path: (.+)\.go$
+        text: SA9009
+      - path: (.+)\.go$
+        text: SA1006
+      - path: (.+)\.go$
+        text: S1009
+      - path: (.+)\.go$
+        text: offBy1
+      - path: (.+)\.go$
+        text: unslice
+      - path: (.+)\.go$
+        text: G115
+      # TODO: cleanup following exclusions, added on golangci-lint v2 upgrade
+      # staticcheck quick-fix suggestions (QF)
+      - path: (.+)\.go$
+        text: QF1001
+      - path: (.+)\.go$
+        text: QF1003
+      - path: (.+)\.go$
+        text: QF1005
+      - path: (.+)\.go$
+        text: QF1006
+      - path: (.+)\.go$
+        text: QF1007
+      - path: (.+)\.go$
+        text: QF1008
+      - path: (.+)\.go$
+        text: QF1011
+      - path: (.+)\.go$
+        text: QF1012
+      # staticcheck style checks (ST)
+      - path: (.+)\.go$
+        text: ST1005
+      - path: (.+)\.go$
+        text: ST1008
+      - path: (.+)\.go$
+        text: ST1011
+      - path: (.+)\.go$
+        text: ST1023
+      # TODO: cleanup v2-stricter-than-v1 exclusions in follow-up PR
+      # staticcheck checks not enforced in v1
+      - path: (.+)\.go$
+        text: S1005
+      - path: (.+)\.go$
+        text: S1008
+      - path: (.+)\.go$
+        text: S1021
+      - path: (.+)\.go$
+        text: S1025
+      - path: (.+)\.go$
+        text: S1031
+      - path: (.+)\.go$
+        text: S1034
+      - path: (.+)\.go$
+        text: S1039
+      - path: (.+)\.go$
+        text: SA3001
+      - path: (.+)\.go$
+        text: SA4003
+      - path: (.+)\.go$
+        text: SA4010
+      - path: (.+)\.go$
+        text: SA4011
+      - path: (.+)\.go$
+        text: ST1019
+      # gosec rules not enforced in v1
+      - path: (.+)\.go$
+        text: G306
+      # gocritic checks not enforced in v1
+      - path: (.+)\.go$
+        text: unlambda
+      - path: (.+)\.go$
+        text: underef
+      # gosec rules not enforced in v1 (G602 slice bounds, G101 hardcoded credentials)
+      - path: (.+)\.go$
+        text: G602
+      - path: (.+)\.go$
+        text: G101
+      # staticcheck SA4006 (assigned value never used) — not enforced in v1
+      - path: (.+)\.go$
+        text: SA4006
+      # whitespace trailing newline — not enforced strictly in v1
+      - path: (.+)\.go$
+        linters:
+          - whitespace
+        text: unnecessary trailing newline
+      # gosec new rules (introduced in gosec v2.23+, not present in golangci-lint v1)
+      - path: (.+)\.go$
+        text: G117
+      - path: (.+)\.go$
+        text: G118
+      - path: (.+)\.go$
+        text: G120
+      - path: (.+)\.go$
+        text: G702
+      - path: (.+)\.go$
+        text: G703
+      - path: (.+)\.go$
+        text: G705
+      - path: (.+)\.go$
+        text: G704
+      - path: (.+)\.go$
+        text: G706
+    paths:
+      - (^|/)partial_search_test\.go$
+      - ^build/
+      - ^configs/
+      - ^deployments/
+      - ^docs/
+      - ^scripts/
+      - ^internal/core/
+      - ^cmake_build/
+      - ^mmap/
+      - ^data/
+      - ^ci/
+      - ^third_party/
+      - ^builtin/
+      - ^examples/
 issues:
-  exclude-dirs:
-    - build
-    - configs
-    - deployments
-    - docs
-    - scripts
-    - internal/core
-    - cmake_build
-    - mmap
-    - data
-    - ci
-  exclude-files:
-    - partial_search_test.go
-  exclude-use-default: false
-  exclude-rules:
-    - path: .+_test\.go
-      linters:
-        - forbidigo
-    - path: mocks\/(.)+mock_(.+)\.go
-      text: "don't use an underscore in package name"
-  exclude:
-    - should have a package comment
-    - should have comment
-    - should be of the form
-    - should not use dot imports
-    - which can be annoying to use
-    # Binds to all network interfaces
-    - G102
-    # Use of unsafe calls should be audited
-    - G103
-    # Errors unhandled
-    - G104
-    # file/folder Permission
-    - G301
-    - G302
-    # Potential file inclusion via variable
-    - G304
-    # Deferring unsafe method like *os.File Close
-    - G307
-    # TLS MinVersion too low
-    - G402
-    # Use of weak random number generator math/rand
-    - G404
-    # Unused parameters
-    - SA1019
-    # defer return errors
-    - SA5001
-    # TODO: cleanup following exclusions, added on golangci-lint upgrade
-    - sloppyLen
-    - dupSubExpr
-    - assignOp
-    - ifElseChain
-    - elseif
-    - commentFormatting
-    - exitAfterDefer
-    - captLocal
-    - singleCaseSwitch
-    - typeSwitchVar
-    - indent-error-flow
-    - appendAssign
-    - deprecatedComment
-    - SA9009
-    - SA1006
-    - S1009
-    - offBy1
-    - unslice    
-    # Integer overflow conversion
-    - G115
-
-  # Maximum issues count per one linter. Set to 0 to disable. Default is 50.
   max-issues-per-linter: 0
-  # Maximum count of issues with the same text. Set to 0 to disable. Default is 3.
   max-same-issues: 0
-
-service:
-  # use the fixed version to not introduce new linters unexpectedly
-  golangci-lint-version: 1.55.2
+formatters:
+  enable:
+    - gci
+    - gofmt
+    - gofumpt
+    - goimports
+  settings:
+    gci:
+      sections:
+        - standard
+        - default
+        - prefix(github.com/milvus-io)
+      custom-order: true
+    gofumpt:
+      module-path: github.com/milvus-io
+    goimports:
+      local-prefixes:
+        - github.com/milvus-io
+  exclusions:
+    generated: lax
+    paths:
+      - (^|/)partial_search_test\.go$
+      - ^build/
+      - ^configs/
+      - ^deployments/
+      - ^docs/
+      - ^scripts/
+      - ^internal/core/
+      - ^cmake_build/
+      - ^mmap/
+      - ^data/
+      - ^ci/
+      - ^third_party/
+      - ^builtin/
+      - ^examples/
diff --git a/Makefile b/Makefile
index 330b90f6a7..77c62e50a3 100644
--- a/Makefile
+++ b/Makefile
@@ -64,7 +64,7 @@ ifeq ($(MILVUS_FIPS_ENABLED),ON)
 	GOEXPERIMENT_FLAG := GOEXPERIMENT=boringcrypto
 endif
 # golangci-lint
-GOLANGCI_LINT_VERSION := 1.64.7
+GOLANGCI_LINT_VERSION := 2.11.3
 GOLANGCI_LINT_OUTPUT := $(shell $(INSTALL_PATH)/golangci-lint --version 2>/dev/null)
 INSTALL_GOLANGCI_LINT := $(findstring $(GOLANGCI_LINT_VERSION), $(GOLANGCI_LINT_OUTPUT))
 # mockery
@@ -80,7 +80,7 @@ GOFUMPT_VERSION := 0.5.0
 GOFUMPT_OUTPUT := $(shell $(INSTALL_PATH)/gofumpt --version 2>/dev/null)
 INSTALL_GOFUMPT := $(findstring $(GOFUMPT_VERSION),$(GOFUMPT_OUTPUT))
 # gotestsum
-GOTESTSUM_VERSION := 1.11.0
+GOTESTSUM_VERSION := 1.13.0
 GOTESTSUM_OUTPUT := $(shell $(INSTALL_PATH)/gotestsum --version 2>/dev/null)
 INSTALL_GOTESTSUM := $(findstring $(GOTESTSUM_VERSION),$(GOTESTSUM_OUTPUT))
 # protoc-gen-go
diff --git a/build/docker/builder/cpu/amazonlinux2023/Dockerfile b/build/docker/builder/cpu/amazonlinux2023/Dockerfile
index 92eb54d65c..dec6b3b591 100644
--- a/build/docker/builder/cpu/amazonlinux2023/Dockerfile
+++ b/build/docker/builder/cpu/amazonlinux2023/Dockerfile
@@ -22,7 +22,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)
diff --git a/build/docker/builder/cpu/rockylinux9/Dockerfile b/build/docker/builder/cpu/rockylinux9/Dockerfile
index 879671ff9b..32d0ab5c81 100644
--- a/build/docker/builder/cpu/rockylinux9/Dockerfile
+++ b/build/docker/builder/cpu/rockylinux9/Dockerfile
@@ -29,7 +29,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)
diff --git a/build/docker/builder/cpu/ubuntu20.04/Dockerfile b/build/docker/builder/cpu/ubuntu20.04/Dockerfile
index cae473d860..77ccf9d783 100644
--- a/build/docker/builder/cpu/ubuntu20.04/Dockerfile
+++ b/build/docker/builder/cpu/ubuntu20.04/Dockerfile
@@ -42,7 +42,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)
diff --git a/build/docker/builder/cpu/ubuntu22.04/Dockerfile b/build/docker/builder/cpu/ubuntu22.04/Dockerfile
index ecb8b8cdd0..5b5669dae3 100644
--- a/build/docker/builder/cpu/ubuntu22.04/Dockerfile
+++ b/build/docker/builder/cpu/ubuntu22.04/Dockerfile
@@ -39,7 +39,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)
diff --git a/build/docker/builder/cpu/ubuntu24.04/Dockerfile b/build/docker/builder/cpu/ubuntu24.04/Dockerfile
index 689f3d3108..b35b0fe93c 100644
--- a/build/docker/builder/cpu/ubuntu24.04/Dockerfile
+++ b/build/docker/builder/cpu/ubuntu24.04/Dockerfile
@@ -35,7 +35,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)
diff --git a/build/docker/builder/gpu/ubuntu20.04/Dockerfile b/build/docker/builder/gpu/ubuntu20.04/Dockerfile
index 602dd83f12..11f2a0c165 100644
--- a/build/docker/builder/gpu/ubuntu20.04/Dockerfile
+++ b/build/docker/builder/gpu/ubuntu20.04/Dockerfile
@@ -44,9 +44,9 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
-    curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sh -s -- -b ${GOROOT}/bin v1.46.2 && \
+    curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sh -s -- -b ${GOROOT}/bin v2.11.3 && \
     # export GO111MODULE=on && go get github.com/quasilyte/go-ruleguard/cmd/ruleguard@v0.2.1 && \
     go install github.com/ramya-rao-a/go-outline@latest && \
     go install golang.org/x/tools/gopls@latest && \
diff --git a/build/docker/builder/gpu/ubuntu22.04/Dockerfile b/build/docker/builder/gpu/ubuntu22.04/Dockerfile
index adc1018b71..9996765e25 100644
--- a/build/docker/builder/gpu/ubuntu22.04/Dockerfile
+++ b/build/docker/builder/gpu/ubuntu22.04/Dockerfile
@@ -16,7 +16,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends wget curl ca-ce
 
 
 # Install go
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.12.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.25.8.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go
 # Install conan
 RUN pip3 install conan==1.66.0
 # Install rust
diff --git a/client/.golangci.yml b/client/.golangci.yml
index 6f1e63b7c7..c8ac327465 100644
--- a/client/.golangci.yml
+++ b/client/.golangci.yml
@@ -1,192 +1,283 @@
+version: "2"
 run:
-  go: "1.22"
-
+  go: "1.25"
 linters:
-  disable-all: true
+  default: none
   enable:
-    - gosimple
-    - govet
-    - ineffassign
-    - staticcheck
     - decorder
     - depguard
-    - gofmt
-    - goimports
-    - gosec
-    - revive
-    - unconvert
-    - misspell
-    - typecheck
     - durationcheck
     - forbidigo
-    - gci
-    - whitespace
-    - gofumpt
     - gocritic
-
-linters-settings:
-  gci:
-    sections:
-      - standard
-      - default
-      - prefix(github.com/milvus-io)
-    custom-order: true
-  gofumpt:
-    module-path: github.com/milvus-io
-  goimports:
-    local-prefixes: github.com/milvus-io
-  revive:
+    - gosec
+    - govet
+    - ineffassign
+    - misspell
+    - revive
+    - staticcheck
+    - unconvert
+    - whitespace
+  settings:
+    depguard:
+      rules:
+        main:
+          deny:
+            - pkg: errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/pkg/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/pingcap/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: golang.org/x/xerrors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/go-errors/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: io/ioutil
+              desc: ioutil is deprecated after 1.16, 1.17, use os and io package instead
+            - pkg: github.com/tikv/client-go/rawkv
+              desc: not allowed, use github.com/tikv/client-go/v2/txnkv
+            - pkg: github.com/tikv/client-go/v2/rawkv
+              desc: not allowed, use github.com/tikv/client-go/v2/txnkv
+    forbidigo:
+      forbid:
+        - pattern: ^time\.Tick$
+        - pattern: return merr\.Err[a-zA-Z]+
+        - pattern: merr\.Wrap\w+\(\)\.Error\(\)
+        - pattern: '\.(ErrorCode|Reason) = '
+        - pattern: Reason:\s+\w+\.Error\(\)
+        - pattern: errors.New\((.+)\.GetReason\(\)\)
+        - pattern: commonpb\.Status\{[\s\n]*ErrorCode:[\s\n]*.+[\s\S\n]*?\}
+        - pattern: os\.Open\(.+\)
+        - pattern: os\.ReadFile\(.+\)
+        - pattern: os\.WriteFile\(.+\)
+        - pattern: runtime.NumCPU
+        - pattern: runtime.GOMAXPROCS(0)
+    gocritic:
+      enabled-tags: []
+      enabled-checks:
+        - ruleguard
+      settings:
+        ruleguard:
+          rules: ruleguard/rules.go
+    govet:
+      disable:
+        - printf
+    misspell:
+      locale: US
+    revive:
+      rules:
+        - name: unused-parameter
+          disabled: true
+        - name: var-naming
+          arguments:
+            - - ID
+          severity: warning
+          disabled: false
+        - name: context-as-argument
+          arguments:
+            - allowTypesBefore: '*testing.T'
+          severity: warning
+          disabled: false
+        - name: datarace
+          severity: warning
+          disabled: false
+        - name: duplicated-imports
+          severity: warning
+          disabled: false
+        - name: waitgroup-by-value
+          severity: warning
+          disabled: false
+        - name: indent-error-flow
+          arguments:
+            - preserveScope
+          severity: warning
+          disabled: false
+        - name: range-val-in-closure
+          severity: warning
+          disabled: false
+        - name: range-val-address
+          severity: warning
+          disabled: false
+        - name: string-of-int
+          severity: warning
+          disabled: false
+  exclusions:
+    generated: lax
     rules:
-      - name: unused-parameter
-        disabled: true
-      - name: var-naming
-        severity: warning
-        disabled: false
-        arguments:
-          - ["ID"] # Allow list
-      - name: context-as-argument
-        severity: warning
-        disabled: false
-        arguments:
-          - allowTypesBefore: "*testing.T"
-      - name: datarace
-        severity: warning
-        disabled: false
-      - name: duplicated-imports
-        severity: warning
-        disabled: false
-      - name: waitgroup-by-value
-        severity: warning
-        disabled: false
-      - name: indent-error-flow
-        severity: warning
-        disabled: false
-        arguments:
-          - "preserveScope"
-      - name: range-val-in-closure
-        severity: warning
-        disabled: false
-      - name: range-val-address
-        severity: warning
-        disabled: false
-      - name: string-of-int
-        severity: warning
-        disabled: false
-  misspell:
-    locale: US
-  gocritic:
-    enabled-checks:
-      - ruleguard
-    settings:
-      ruleguard:
-        failOnError: true
-        rules: "ruleguard/rules.go"
-  depguard:
-    rules:
-      main:
-        deny:
-          - pkg: "errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/pkg/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/pingcap/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "golang.org/x/xerrors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/go-errors/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "io/ioutil"
-            desc: ioutil is deprecated after 1.16, 1.17, use os and io package instead
-          - pkg: "github.com/tikv/client-go/rawkv"
-            desc: not allowed, use github.com/tikv/client-go/v2/txnkv
-          - pkg: "github.com/tikv/client-go/v2/rawkv"
-            desc: not allowed, use github.com/tikv/client-go/v2/txnkv
-  forbidigo:
-    forbid:
-      - '^time\.Tick$'
-      - 'return merr\.Err[a-zA-Z]+'
-      - 'merr\.Wrap\w+\(\)\.Error\(\)'
-      - '\.(ErrorCode|Reason) = '
-      - 'Reason:\s+\w+\.Error\(\)'
-      - 'errors.New\((.+)\.GetReason\(\)\)'
-      - 'commonpb\.Status\{[\s\n]*ErrorCode:[\s\n]*.+[\s\S\n]*?\}'
-      - 'os\.Open\(.+\)'
-      - 'os\.ReadFile\(.+\)'
-      - 'os\.WriteFile\(.+\)'
-      - "runtime.NumCPU"
-      - "runtime.GOMAXPROCS(0)"
-      #- 'fmt\.Print.*' WIP
-
+      - linters:
+          - forbidigo
+        path: .+_test\.go
+      - path: (.+)\.go$
+        text: should have a package comment
+      - path: (.+)\.go$
+        text: should have comment
+      - path: (.+)\.go$
+        text: should be of the form
+      - path: (.+)\.go$
+        text: should not use dot imports
+      - path: (.+)\.go$
+        text: which can be annoying to use
+      - path: (.+)\.go$
+        text: G102
+      - path: (.+)\.go$
+        text: G103
+      - path: (.+)\.go$
+        text: G104
+      - path: (.+)\.go$
+        text: G301
+      - path: (.+)\.go$
+        text: G302
+      - path: (.+)\.go$
+        text: G304
+      - path: (.+)\.go$
+        text: G307
+      - path: (.+)\.go$
+        text: G402
+      - path: (.+)\.go$
+        text: G404
+      - path: (.+)\.go$
+        text: SA1019
+      - path: (.+)\.go$
+        text: SA5001
+      - path: (.+)\.go$
+        text: sloppyLen
+      - path: (.+)\.go$
+        text: dupSubExpr
+      - path: (.+)\.go$
+        text: assignOp
+      - path: (.+)\.go$
+        text: ifElseChain
+      - path: (.+)\.go$
+        text: elseif
+      - path: (.+)\.go$
+        text: commentFormatting
+      - path: (.+)\.go$
+        text: exitAfterDefer
+      - path: (.+)\.go$
+        text: captLocal
+      - path: (.+)\.go$
+        text: singleCaseSwitch
+      - path: (.+)\.go$
+        text: typeSwitchVar
+      - path: (.+)\.go$
+        text: indent-error-flow
+      - path: (.+)\.go$
+        text: appendAssign
+      - path: (.+)\.go$
+        text: deprecatedComment
+      - path: (.+)\.go$
+        text: SA9009
+      - path: (.+)\.go$
+        text: SA1006
+      - path: (.+)\.go$
+        text: S1009
+      - path: (.+)\.go$
+        text: offBy1
+      - path: (.+)\.go$
+        text: unslice
+      - path: (.+)\.go$
+        text: G115
+      # TODO: cleanup following exclusions, added on golangci-lint v2 upgrade
+      # staticcheck quick-fix suggestions (QF)
+      - path: (.+)\.go$
+        text: QF1001
+      - path: (.+)\.go$
+        text: QF1003
+      - path: (.+)\.go$
+        text: QF1005
+      - path: (.+)\.go$
+        text: QF1006
+      - path: (.+)\.go$
+        text: QF1007
+      - path: (.+)\.go$
+        text: QF1008
+      - path: (.+)\.go$
+        text: QF1011
+      - path: (.+)\.go$
+        text: QF1012
+      # staticcheck style checks (ST)
+      - path: (.+)\.go$
+        text: ST1005
+      - path: (.+)\.go$
+        text: ST1008
+      - path: (.+)\.go$
+        text: ST1011
+      - path: (.+)\.go$
+        text: ST1023
+      # gosec rules not enforced in v1 (G602 slice bounds, G101 hardcoded credentials)
+      - path: (.+)\.go$
+        text: G602
+      - path: (.+)\.go$
+        text: G101
+      # staticcheck SA4006 (assigned value never used) — not enforced in v1
+      - path: (.+)\.go$
+        text: SA4006
+      # whitespace trailing newline — not enforced strictly in v1
+      - path: (.+)\.go$
+        linters:
+          - whitespace
+        text: unnecessary trailing newline
+      # gosec new rules (introduced in gosec v2.23+, not present in golangci-lint v1)
+      - path: (.+)\.go$
+        text: G117
+      - path: (.+)\.go$
+        text: G118
+      - path: (.+)\.go$
+        text: G120
+      - path: (.+)\.go$
+        text: G702
+      - path: (.+)\.go$
+        text: G703
+      - path: (.+)\.go$
+        text: G705
+      - path: (.+)\.go$
+        text: G704
+      - path: (.+)\.go$
+        text: G706
+    paths:
+      - (^|/)partial_search_test\.go$
+      - ^build/
+      - ^configs/
+      - ^deployments/
+      - ^docs/
+      - ^scripts/
+      - ^internal/core/
+      - ^cmake_build/
+      - ^third_party/
+      - ^builtin/
+      - ^examples/
 issues:
-  exclude-dirs:
-    - build
-    - configs
-    - deployments
-    - docs
-    - scripts
-    - internal/core
-    - cmake_build
-  exclude-files:
-    - partial_search_test.go
-  exclude-use-default: false
-  exclude-rules:
-    - path: .+_test\.go
-      linters:
-        - forbidigo
-  exclude:
-    - should have a package comment
-    - should have comment
-    - should be of the form
-    - should not use dot imports
-    - which can be annoying to use
-    # Binds to all network interfaces
-    - G102
-    # Use of unsafe calls should be audited
-    - G103
-    # Errors unhandled
-    - G104
-    # file/folder Permission
-    - G301
-    - G302
-    # Potential file inclusion via variable
-    - G304
-    # Deferring unsafe method like *os.File Close
-    - G307
-    # TLS MinVersion too low
-    - G402
-    # Use of weak random number generator math/rand
-    - G404
-    # Unused parameters
-    - SA1019
-    # defer return errors
-    - SA5001
-    # TODO: cleanup following exclusions, added on golangci-lint upgrade
-    - sloppyLen
-    - dupSubExpr
-    - assignOp
-    - ifElseChain
-    - elseif
-    - commentFormatting
-    - exitAfterDefer
-    - captLocal
-    - singleCaseSwitch
-    - typeSwitchVar
-    - indent-error-flow
-    - appendAssign
-    - deprecatedComment
-    - SA9009
-    - SA1006
-    - S1009
-    - offBy1
-    - unslice    
-    # Integer overflow conversion
-    - G115
-
-  # Maximum issues count per one linter. Set to 0 to disable. Default is 50.
   max-issues-per-linter: 0
-  # Maximum count of issues with the same text. Set to 0 to disable. Default is 3.
   max-same-issues: 0
-
-service:
-  # use the fixed version to not introduce new linters unexpectedly
-  golangci-lint-version: 1.55.2
+formatters:
+  enable:
+    - gci
+    - gofmt
+    - gofumpt
+    - goimports
+  settings:
+    gci:
+      sections:
+        - standard
+        - default
+        - prefix(github.com/milvus-io)
+      custom-order: true
+    gofumpt:
+      module-path: github.com/milvus-io
+    goimports:
+      local-prefixes:
+        - github.com/milvus-io
+  exclusions:
+    generated: lax
+    paths:
+      - (^|/)partial_search_test\.go$
+      - ^build/
+      - ^configs/
+      - ^deployments/
+      - ^docs/
+      - ^scripts/
+      - ^internal/core/
+      - ^cmake_build/
+      - ^third_party/
+      - ^builtin/
+      - ^examples/
diff --git a/client/go.mod b/client/go.mod
index c1bba0236f..91ca7c6427 100644
--- a/client/go.mod
+++ b/client/go.mod
@@ -1,6 +1,6 @@
 module github.com/milvus-io/milvus/client/v2
 
-go 1.24.12
+go 1.25.8
 
 require (
 	github.com/blang/semver/v4 v4.0.0
diff --git a/configs/milvus.yaml b/configs/milvus.yaml
index 7251a8f276..519214c044 100644
--- a/configs/milvus.yaml
+++ b/configs/milvus.yaml
@@ -164,7 +164,7 @@ minio:
   useVirtualHost: false # Whether use virtual host mode for bucket. WARNING: For Aliyun OSS and Tencent COS, this parameter is useless and is set to true by default
   requestTimeoutMs: 10000 # minio timeout for request time in milliseconds
   # The maximum number of objects requested per batch in minio ListObjects rpc, 
-  # 0 means using oss client by default, decrease these configration if ListObjects timeout
+  # 0 means using oss client by default, decrease these configuration if ListObjects timeout
   listObjectsMaxKeys: 0
 
 # Milvus supports four message queues (MQ): rocksmq (based on RocksDB), Pulsar, Kafka, and Woodpecker.
diff --git a/examples/telemetry_demo/go.mod b/examples/telemetry_demo/go.mod
index 82ddff554e..0357ba782e 100644
--- a/examples/telemetry_demo/go.mod
+++ b/examples/telemetry_demo/go.mod
@@ -1,8 +1,8 @@
 module github.com/milvus-io/milvus/examples/telemetry_demo
 
-go 1.24.11
+go 1.25.8
 
-toolchain go1.24.12
+toolchain go1.25.8
 
 require github.com/milvus-io/milvus/client/v2 v2.6.4-0.20251104142533-a2ce70d25256
 
diff --git a/examples/telemetry_e2e_test/go.mod b/examples/telemetry_e2e_test/go.mod
index a312001a25..965a40ff3c 100644
--- a/examples/telemetry_e2e_test/go.mod
+++ b/examples/telemetry_e2e_test/go.mod
@@ -1,6 +1,5 @@
 module github.com/milvus-io/milvus/examples/telemetry_e2e_test
-
-go 1.24.12
+go 1.25.8
 
 require (
 	github.com/milvus-io/milvus-proto/go-api/v2 v2.6.6-0.20260304062516-e7e54d966ef2
diff --git a/go.mod b/go.mod
index f0c42ff80b..d0b81c200a 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/milvus-io/milvus
 
-go 1.24.12
+go 1.25.8
 
 require (
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1
diff --git a/pkg/go.mod b/pkg/go.mod
index ad853cb977..80ddb63875 100644
--- a/pkg/go.mod
+++ b/pkg/go.mod
@@ -1,6 +1,6 @@
 module github.com/milvus-io/milvus/pkg/v2
 
-go 1.24.12
+go 1.25.8
 
 require (
 	cloud.google.com/go/storage v1.50.0
diff --git a/pkg/util/paramtable/component_param.go b/pkg/util/paramtable/component_param.go
index 4a848ed1ff..76bbe8c7b4 100644
--- a/pkg/util/paramtable/component_param.go
+++ b/pkg/util/paramtable/component_param.go
@@ -6853,7 +6853,7 @@ type streamingConfig struct {
 	// Old version message lastConfirmedMessageID window size
 	OldVersionLastConfirmedWindowSize ParamItem `refreshable:"true"`
 
-	// Empty TimeTick Filtering configration
+	// Empty TimeTick Filtering configuration
 	DelegatorEmptyTimeTickMaxFilterInterval ParamItem `refreshable:"true"`
 	FlushEmptyTimeTickMaxFilterInterval     ParamItem `refreshable:"true"`
 
diff --git a/pkg/util/paramtable/service_param.go b/pkg/util/paramtable/service_param.go
index 7cd413ff17..84be74bfe3 100644
--- a/pkg/util/paramtable/service_param.go
+++ b/pkg/util/paramtable/service_param.go
@@ -1709,7 +1709,7 @@ Leave it empty if you want to use AWS default endpoint`,
 		Version:      "2.4.1",
 		DefaultValue: "0",
 		Doc: `The maximum number of objects requested per batch in minio ListObjects rpc, 
-0 means using oss client by default, decrease these configration if ListObjects timeout`,
+0 means using oss client by default, decrease these configuration if ListObjects timeout`,
 		Export: true,
 	}
 	p.ListObjectsMaxKeys.Init(base.mgr)
diff --git a/scripts/build_plan_parser.sh b/scripts/build_plan_parser.sh
index 994b575efe..51163be204 100755
--- a/scripts/build_plan_parser.sh
+++ b/scripts/build_plan_parser.sh
@@ -25,10 +25,11 @@ echo "Building plan parser shared library (${OS}, .${EXT}) ..."
 
 go env -w CGO_ENABLED="1"
 
-# Build Go c-shared library
+# Build Go c-shared library using package path (not file path) to ensure
+# proper module dependency resolution in all build environments.
 GO111MODULE=on go build -buildmode=c-shared \
     -o "${OUTPUT_LIB}/libmilvus-planparser.${EXT}" \
-    "${CWRAPPER_DIR}/wrapper.go"
+    ./internal/parser/planparserv2/cwrapper
 
 # Fix install name on macOS so dependent libraries can find it via @loader_path
 if [[ "${OS}" == "Darwin" ]]; then
diff --git a/tests/go_client/.golangci.yml b/tests/go_client/.golangci.yml
index 6f1e63b7c7..37e42f08e8 100644
--- a/tests/go_client/.golangci.yml
+++ b/tests/go_client/.golangci.yml
@@ -1,192 +1,284 @@
+version: "2"
 run:
-  go: "1.22"
-
+  go: "1.25"
 linters:
-  disable-all: true
+  default: none
   enable:
-    - gosimple
-    - govet
-    - ineffassign
-    - staticcheck
     - decorder
     - depguard
-    - gofmt
-    - goimports
-    - gosec
-    - revive
-    - unconvert
-    - misspell
-    - typecheck
     - durationcheck
     - forbidigo
-    - gci
-    - whitespace
-    - gofumpt
     - gocritic
-
-linters-settings:
-  gci:
-    sections:
-      - standard
-      - default
-      - prefix(github.com/milvus-io)
-    custom-order: true
-  gofumpt:
-    module-path: github.com/milvus-io
-  goimports:
-    local-prefixes: github.com/milvus-io
-  revive:
+    - gosec
+    - govet
+    - ineffassign
+    - misspell
+    - revive
+    - staticcheck
+    - unconvert
+    - whitespace
+  settings:
+    depguard:
+      rules:
+        main:
+          deny:
+            - pkg: errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/pkg/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/pingcap/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: golang.org/x/xerrors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: github.com/go-errors/errors
+              desc: not allowed, use github.com/cockroachdb/errors
+            - pkg: io/ioutil
+              desc: ioutil is deprecated after 1.16, 1.17, use os and io package instead
+            - pkg: github.com/tikv/client-go/rawkv
+              desc: not allowed, use github.com/tikv/client-go/v2/txnkv
+            - pkg: github.com/tikv/client-go/v2/rawkv
+              desc: not allowed, use github.com/tikv/client-go/v2/txnkv
+    forbidigo:
+      forbid:
+        - pattern: ^time\.Tick$
+        - pattern: return merr\.Err[a-zA-Z]+
+        - pattern: merr\.Wrap\w+\(\)\.Error\(\)
+        - pattern: '\.(ErrorCode|Reason) = '
+        - pattern: Reason:\s+\w+\.Error\(\)
+        - pattern: errors.New\((.+)\.GetReason\(\)\)
+        - pattern: commonpb\.Status\{[\s\n]*ErrorCode:[\s\n]*.+[\s\S\n]*?\}
+        - pattern: os\.Open\(.+\)
+        - pattern: os\.ReadFile\(.+\)
+        - pattern: os\.WriteFile\(.+\)
+        - pattern: runtime.NumCPU
+        - pattern: runtime.GOMAXPROCS(0)
+    gocritic:
+      enabled-tags: []
+      enabled-checks:
+        - ruleguard
+      settings:
+        ruleguard:
+          rules: ruleguard/rules.go
+    govet:
+      disable:
+        # TODO: re-enable printf after investigating false positives with Go 1.25 + golangci-lint v2
+        - printf
+    misspell:
+      locale: US
+    revive:
+      rules:
+        - name: unused-parameter
+          disabled: true
+        - name: var-naming
+          arguments:
+            - - ID
+          severity: warning
+          disabled: false
+        - name: context-as-argument
+          arguments:
+            - allowTypesBefore: '*testing.T'
+          severity: warning
+          disabled: false
+        - name: datarace
+          severity: warning
+          disabled: false
+        - name: duplicated-imports
+          severity: warning
+          disabled: false
+        - name: waitgroup-by-value
+          severity: warning
+          disabled: false
+        - name: indent-error-flow
+          arguments:
+            - preserveScope
+          severity: warning
+          disabled: false
+        - name: range-val-in-closure
+          severity: warning
+          disabled: false
+        - name: range-val-address
+          severity: warning
+          disabled: false
+        - name: string-of-int
+          severity: warning
+          disabled: false
+  exclusions:
+    generated: lax
     rules:
-      - name: unused-parameter
-        disabled: true
-      - name: var-naming
-        severity: warning
-        disabled: false
-        arguments:
-          - ["ID"] # Allow list
-      - name: context-as-argument
-        severity: warning
-        disabled: false
-        arguments:
-          - allowTypesBefore: "*testing.T"
-      - name: datarace
-        severity: warning
-        disabled: false
-      - name: duplicated-imports
-        severity: warning
-        disabled: false
-      - name: waitgroup-by-value
-        severity: warning
-        disabled: false
-      - name: indent-error-flow
-        severity: warning
-        disabled: false
-        arguments:
-          - "preserveScope"
-      - name: range-val-in-closure
-        severity: warning
-        disabled: false
-      - name: range-val-address
-        severity: warning
-        disabled: false
-      - name: string-of-int
-        severity: warning
-        disabled: false
-  misspell:
-    locale: US
-  gocritic:
-    enabled-checks:
-      - ruleguard
-    settings:
-      ruleguard:
-        failOnError: true
-        rules: "ruleguard/rules.go"
-  depguard:
-    rules:
-      main:
-        deny:
-          - pkg: "errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/pkg/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/pingcap/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "golang.org/x/xerrors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "github.com/go-errors/errors"
-            desc: not allowed, use github.com/cockroachdb/errors
-          - pkg: "io/ioutil"
-            desc: ioutil is deprecated after 1.16, 1.17, use os and io package instead
-          - pkg: "github.com/tikv/client-go/rawkv"
-            desc: not allowed, use github.com/tikv/client-go/v2/txnkv
-          - pkg: "github.com/tikv/client-go/v2/rawkv"
-            desc: not allowed, use github.com/tikv/client-go/v2/txnkv
-  forbidigo:
-    forbid:
-      - '^time\.Tick$'
-      - 'return merr\.Err[a-zA-Z]+'
-      - 'merr\.Wrap\w+\(\)\.Error\(\)'
-      - '\.(ErrorCode|Reason) = '
-      - 'Reason:\s+\w+\.Error\(\)'
-      - 'errors.New\((.+)\.GetReason\(\)\)'
-      - 'commonpb\.Status\{[\s\n]*ErrorCode:[\s\n]*.+[\s\S\n]*?\}'
-      - 'os\.Open\(.+\)'
-      - 'os\.ReadFile\(.+\)'
-      - 'os\.WriteFile\(.+\)'
-      - "runtime.NumCPU"
-      - "runtime.GOMAXPROCS(0)"
-      #- 'fmt\.Print.*' WIP
-
+      - linters:
+          - forbidigo
+        path: .+_test\.go
+      - path: (.+)\.go$
+        text: should have a package comment
+      - path: (.+)\.go$
+        text: should have comment
+      - path: (.+)\.go$
+        text: should be of the form
+      - path: (.+)\.go$
+        text: should not use dot imports
+      - path: (.+)\.go$
+        text: which can be annoying to use
+      - path: (.+)\.go$
+        text: G102
+      - path: (.+)\.go$
+        text: G103
+      - path: (.+)\.go$
+        text: G104
+      - path: (.+)\.go$
+        text: G301
+      - path: (.+)\.go$
+        text: G302
+      - path: (.+)\.go$
+        text: G304
+      - path: (.+)\.go$
+        text: G307
+      - path: (.+)\.go$
+        text: G402
+      - path: (.+)\.go$
+        text: G404
+      - path: (.+)\.go$
+        text: SA1019
+      - path: (.+)\.go$
+        text: SA5001
+      - path: (.+)\.go$
+        text: sloppyLen
+      - path: (.+)\.go$
+        text: dupSubExpr
+      - path: (.+)\.go$
+        text: assignOp
+      - path: (.+)\.go$
+        text: ifElseChain
+      - path: (.+)\.go$
+        text: elseif
+      - path: (.+)\.go$
+        text: commentFormatting
+      - path: (.+)\.go$
+        text: exitAfterDefer
+      - path: (.+)\.go$
+        text: captLocal
+      - path: (.+)\.go$
+        text: singleCaseSwitch
+      - path: (.+)\.go$
+        text: typeSwitchVar
+      - path: (.+)\.go$
+        text: indent-error-flow
+      - path: (.+)\.go$
+        text: appendAssign
+      - path: (.+)\.go$
+        text: deprecatedComment
+      - path: (.+)\.go$
+        text: SA9009
+      - path: (.+)\.go$
+        text: SA1006
+      - path: (.+)\.go$
+        text: S1009
+      - path: (.+)\.go$
+        text: offBy1
+      - path: (.+)\.go$
+        text: unslice
+      - path: (.+)\.go$
+        text: G115
+      # TODO: cleanup following exclusions, added on golangci-lint v2 upgrade
+      # staticcheck quick-fix suggestions (QF)
+      - path: (.+)\.go$
+        text: QF1001
+      - path: (.+)\.go$
+        text: QF1003
+      - path: (.+)\.go$
+        text: QF1005
+      - path: (.+)\.go$
+        text: QF1006
+      - path: (.+)\.go$
+        text: QF1007
+      - path: (.+)\.go$
+        text: QF1008
+      - path: (.+)\.go$
+        text: QF1011
+      - path: (.+)\.go$
+        text: QF1012
+      # staticcheck style checks (ST)
+      - path: (.+)\.go$
+        text: ST1005
+      - path: (.+)\.go$
+        text: ST1008
+      - path: (.+)\.go$
+        text: ST1011
+      - path: (.+)\.go$
+        text: ST1023
+      # gosec rules not enforced in v1 (G602 slice bounds, G101 hardcoded credentials)
+      - path: (.+)\.go$
+        text: G602
+      - path: (.+)\.go$
+        text: G101
+      # staticcheck SA4006 (assigned value never used) — not enforced in v1
+      - path: (.+)\.go$
+        text: SA4006
+      # whitespace trailing newline — not enforced strictly in v1
+      - path: (.+)\.go$
+        linters:
+          - whitespace
+        text: unnecessary trailing newline
+      # gosec new rules (introduced in gosec v2.23+, not present in golangci-lint v1)
+      - path: (.+)\.go$
+        text: G117
+      - path: (.+)\.go$
+        text: G118
+      - path: (.+)\.go$
+        text: G120
+      - path: (.+)\.go$
+        text: G702
+      - path: (.+)\.go$
+        text: G703
+      - path: (.+)\.go$
+        text: G704
+      - path: (.+)\.go$
+        text: G705
+      - path: (.+)\.go$
+        text: G706
+    paths:
+      - (^|/)partial_search_test\.go$
+      - ^build/
+      - ^configs/
+      - ^deployments/
+      - ^docs/
+      - ^scripts/
+      - ^internal/core/
+      - ^cmake_build/
+      - ^third_party/
+      - ^builtin/
+      - ^examples/
 issues:
-  exclude-dirs:
-    - build
-    - configs
-    - deployments
-    - docs
-    - scripts
-    - internal/core
-    - cmake_build
-  exclude-files:
-    - partial_search_test.go
-  exclude-use-default: false
-  exclude-rules:
-    - path: .+_test\.go
-      linters:
-        - forbidigo
-  exclude:
-    - should have a package comment
-    - should have comment
-    - should be of the form
-    - should not use dot imports
-    - which can be annoying to use
-    # Binds to all network interfaces
-    - G102
-    # Use of unsafe calls should be audited
-    - G103
-    # Errors unhandled
-    - G104
-    # file/folder Permission
-    - G301
-    - G302
-    # Potential file inclusion via variable
-    - G304
-    # Deferring unsafe method like *os.File Close
-    - G307
-    # TLS MinVersion too low
-    - G402
-    # Use of weak random number generator math/rand
-    - G404
-    # Unused parameters
-    - SA1019
-    # defer return errors
-    - SA5001
-    # TODO: cleanup following exclusions, added on golangci-lint upgrade
-    - sloppyLen
-    - dupSubExpr
-    - assignOp
-    - ifElseChain
-    - elseif
-    - commentFormatting
-    - exitAfterDefer
-    - captLocal
-    - singleCaseSwitch
-    - typeSwitchVar
-    - indent-error-flow
-    - appendAssign
-    - deprecatedComment
-    - SA9009
-    - SA1006
-    - S1009
-    - offBy1
-    - unslice    
-    # Integer overflow conversion
-    - G115
-
-  # Maximum issues count per one linter. Set to 0 to disable. Default is 50.
   max-issues-per-linter: 0
-  # Maximum count of issues with the same text. Set to 0 to disable. Default is 3.
   max-same-issues: 0
-
-service:
-  # use the fixed version to not introduce new linters unexpectedly
-  golangci-lint-version: 1.55.2
+formatters:
+  enable:
+    - gci
+    - gofmt
+    - gofumpt
+    - goimports
+  settings:
+    gci:
+      sections:
+        - standard
+        - default
+        - prefix(github.com/milvus-io)
+      custom-order: true
+    gofumpt:
+      module-path: github.com/milvus-io
+    goimports:
+      local-prefixes:
+        - github.com/milvus-io
+  exclusions:
+    generated: lax
+    paths:
+      - (^|/)partial_search_test\.go$
+      - ^build/
+      - ^configs/
+      - ^deployments/
+      - ^docs/
+      - ^scripts/
+      - ^internal/core/
+      - ^cmake_build/
+      - ^third_party/
+      - ^builtin/
+      - ^examples/
diff --git a/tests/go_client/Dockerfile b/tests/go_client/Dockerfile
index 324f868296..d5862c1211 100644
--- a/tests/go_client/Dockerfile
+++ b/tests/go_client/Dockerfile
@@ -1,4 +1,4 @@
-FROM golang:1.24.12 as builder
+FROM golang:1.25.8 as builder
 
 # Define a build argument with an empty default value
 ARG CUSTOM_GOPROXY=""
@@ -6,7 +6,7 @@ ARG CUSTOM_GOPROXY=""
 # Set the GOPROXY environment variable, using the specified value if provided, or a default if not
 ENV GOPROXY=${CUSTOM_GOPROXY:-https://proxy.golang.org}
 
-RUN go install gotest.tools/gotestsum@v1.12.0
+RUN go install gotest.tools/gotestsum@v1.13.0
 
 # Set the Current Working Directory inside the container
 WORKDIR /milvus
diff --git a/tests/go_client/go.mod b/tests/go_client/go.mod
index 0c6cd18982..bd6539118e 100644
--- a/tests/go_client/go.mod
+++ b/tests/go_client/go.mod
@@ -1,6 +1,6 @@
 module github.com/milvus-io/milvus/tests/go_client
 
-go 1.24.12
+go 1.25.8
 
 require (
 	github.com/apache/arrow/go/v17 v17.0.0
diff --git a/tests/integration/README.md b/tests/integration/README.md
index e6a01928f2..c608ea2b73 100644
--- a/tests/integration/README.md
+++ b/tests/integration/README.md
@@ -13,7 +13,7 @@ The framework allows developers to:
 - Execute end-to-end test scenarios
 - Execute the method of any component from its client
 - Simulate component failures and recovery
-- Modify the milvus configration at runtime or startup
+- Modify the milvus configuration at runtime or startup
 
 The test framework is built on top of Go's testing package and the testify/suite framework, making it easy to write structured and maintainable integration tests.
 
@@ -119,7 +119,7 @@ Some utility methods are provided in `MiniClusterSuite` to interact with the clu
 
 #### method of `MiniClusterV3`
 
-- Use `s.Cluster.MustModifyMilvusConfig` to modify the milvus configuration at runtime, it will return a guard function to restore the modified configuration. It doesn't promise that the configuration will be applied immediately, milvus may not support the dynamic configuration change for some configurations or some configration may be applied slowly.
+- Use `s.Cluster.MustModifyMilvusConfig` to modify the milvus configuration at runtime, it will return a guard function to restore the modified configuration. It doesn't promise that the configuration will be applied immediately, milvus may not support the dynamic configuration change for some configurations or some configuration may be applied slowly.
 - Use `s.Cluster.Add*` to add components to the cluster, such as `AddMixCoord`, `AddProxy`, `AddDataNode`, `AddQueryNode`, `AddStreamingNode`. it will return the `MilvusProcess` object to manage the lifetime of new incoming component. It will block until the component is healthy by default, use `WithoutWaitForReady` option to avoid it.
 - Use `s.Cluster.Default*` to get the default component, such as `DefaultMixCoord`, `DefaultProxy`, `DefaultDataNode`, `DefaultQueryNode`, `DefaultStreamingNode`.
 - Use `s.*Client` to get the grpc client of the default component that can be got from `s.Cluster.Default*`, such as `s.MixCoordClient`, `s.ProxyClient`, `s.DataNodeClient`, `s.QueryNodeClient`, `s.StreamingNodeClient`.
diff --git a/tests/integration/cluster/cluster.go b/tests/integration/cluster/cluster.go
index b869a314d7..c9fd436352 100644
--- a/tests/integration/cluster/cluster.go
+++ b/tests/integration/cluster/cluster.go
@@ -234,7 +234,7 @@ func (c *MiniClusterV3) initInternalClient() {
 // ModifyMilvusConfig modifies the milvus config.
 // Meanwhile it will return a guard function to revert the config into default.
 // It doesn't promise that the configuration will be applied immediately,
-// milvus may not support the dynamic configuration change for some configurations or some configration may be applied slowly.
+// milvus may not support the dynamic configuration change for some configurations or some configuration may be applied slowly.
 // If you want to ensure the config is applied, you should restart the target component or wait it to be ready.
 func (c *MiniClusterV3) MustModifyMilvusConfig(kvs map[string]string) func() {
 	keys := make([]string, 0, len(kvs))