diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml
new file mode 100644
index 0000000..87a8709
--- /dev/null
+++ b/.github/workflows/codspeed.yml
@@ -0,0 +1,29 @@
+name: CodSpeed Performance Benchmarks
+on:
+  push:
+    branches:
+      - master
+  pull_request: null
+permissions:
+  contents: read
+  id-token: write
+jobs:
+  benchmarks:
+    name: Run Go Benchmarks with CodSpeed
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+      - name: Set up Go
+        uses: actions/setup-go@v5
+        with:
+          go-version: "1.13"
+      - name: Get dependencies
+        run: |
+          go mod download
+          go mod verify
+      - name: Run benchmarks with CodSpeed
+        uses: CodSpeedHQ/action@v4.4.1
+        with:
+          upload-url: ${{ secrets.CODSPEED_STAGING_UPLOAD_URL }}
+          run: go test -bench=. -benchmem ./...
diff --git a/internal/album/service_bench_test.go b/internal/album/service_bench_test.go
new file mode 100644
index 0000000..2120f8f
--- /dev/null
+++ b/internal/album/service_bench_test.go
@@ -0,0 +1,119 @@
+package album
+
+import (
+	"context"
+	"testing"
+
+	"github.com/qiangxue/go-rest-api/pkg/log"
+)
+
+func BenchmarkService_Create(b *testing.B) {
+	logger, _ := log.NewForTest()
+	s := NewService(&mockRepository{}, logger)
+	ctx := context.Background()
+	req := CreateAlbumRequest{Name: "benchmark album"}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Create(ctx, req)
+	}
+}
+
+func BenchmarkService_Get(b *testing.B) {
+	logger, _ := log.NewForTest()
+	repo := &mockRepository{}
+	s := NewService(repo, logger)
+	ctx := context.Background()
+
+	// Setup: create an album first
+	album, _ := s.Create(ctx, CreateAlbumRequest{Name: "test album"})
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Get(ctx, album.ID)
+	}
+}
+
+func BenchmarkService_Update(b *testing.B) {
+	logger, _ := log.NewForTest()
+	repo := &mockRepository{}
+	s := NewService(repo, logger)
+	ctx := context.Background()
+
+	// Setup: create an album first
+	album, _ := s.Create(ctx, CreateAlbumRequest{Name: "test album"})
+	req := UpdateAlbumRequest{Name: "updated album"}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Update(ctx, album.ID, req)
+	}
+}
+
+func BenchmarkService_Delete(b *testing.B) {
+	logger, _ := log.NewForTest()
+	ctx := context.Background()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		b.StopTimer()
+		repo := &mockRepository{}
+		s := NewService(repo, logger)
+		album, _ := s.Create(ctx, CreateAlbumRequest{Name: "test album"})
+		b.StartTimer()
+
+		_, _ = s.Delete(ctx, album.ID)
+	}
+}
+
+func BenchmarkService_Query(b *testing.B) {
+	logger, _ := log.NewForTest()
+	repo := &mockRepository{}
+	s := NewService(repo, logger)
+	ctx := context.Background()
+
+	// Setup: create multiple albums
+	for i := 0; i < 10; i++ {
+		_, _ = s.Create(ctx, CreateAlbumRequest{Name: "test album"})
+	}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Query(ctx, 0, 10)
+	}
+}
+
+func BenchmarkService_Count(b *testing.B) {
+	logger, _ := log.NewForTest()
+	repo := &mockRepository{}
+	s := NewService(repo, logger)
+	ctx := context.Background()
+
+	// Setup: create multiple albums
+	for i := 0; i < 10; i++ {
+		_, _ = s.Create(ctx, CreateAlbumRequest{Name: "test album"})
+	}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Count(ctx)
+	}
+}
+
+func BenchmarkCreateAlbumRequest_Validate(b *testing.B) {
+	req := CreateAlbumRequest{Name: "test album"}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = req.Validate()
+	}
+}
+
+func BenchmarkUpdateAlbumRequest_Validate(b *testing.B) {
+	req := UpdateAlbumRequest{Name: "updated album"}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = req.Validate()
+	}
+}
diff --git a/internal/auth/service_bench_test.go b/internal/auth/service_bench_test.go
new file mode 100644
index 0000000..0ed0d77
--- /dev/null
+++ b/internal/auth/service_bench_test.go
@@ -0,0 +1,48 @@
+package auth
+
+import (
+	"context"
+	"testing"
+
+	"github.com/qiangxue/go-rest-api/pkg/log"
+)
+
+func BenchmarkService_Login(b *testing.B) {
+	logger, _ := log.NewForTest()
+	s := NewService("test-signing-key", 3600, logger)
+	ctx := context.Background()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Login(ctx, "demo", "pass")
+	}
+}
+
+func BenchmarkService_LoginInvalid(b *testing.B) {
+	logger, _ := log.NewForTest()
+	s := NewService("test-signing-key", 3600, logger)
+	ctx := context.Background()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = s.Login(ctx, "invalid", "invalid")
+	}
+}
+
+func BenchmarkWithUser(b *testing.B) {
+	ctx := context.Background()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = WithUser(ctx, "100", "demo")
+	}
+}
+
+func BenchmarkCurrentUser(b *testing.B) {
+	ctx := WithUser(context.Background(), "100", "demo")
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = CurrentUser(ctx)
+	}
+}
diff --git a/pkg/log/logger_bench_test.go b/pkg/log/logger_bench_test.go
new file mode 100644
index 0000000..c91d0a6
--- /dev/null
+++ b/pkg/log/logger_bench_test.go
@@ -0,0 +1,98 @@
+package log
+
+import (
+	"context"
+	"net/http"
+	"testing"
+)
+
+func BenchmarkLogger_With(b *testing.B) {
+	logger := New()
+	ctx := context.Background()
+	args := []interface{}{"key1", "value1", "key2", "value2"}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = logger.With(ctx, args...)
+	}
+}
+
+func BenchmarkLogger_WithContext(b *testing.B) {
+	logger := New()
+	req, _ := http.NewRequest("GET", "/test", nil)
+	req.Header.Set("X-Request-ID", "test-request-id")
+	req.Header.Set("X-Correlation-ID", "test-correlation-id")
+	ctx := WithRequest(context.Background(), req)
+	args := []interface{}{"key", "value"}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = logger.With(ctx, args...)
+	}
+}
+
+func BenchmarkLogger_Debug(b *testing.B) {
+	logger := New()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		logger.Debug("debug message")
+	}
+}
+
+func BenchmarkLogger_Info(b *testing.B) {
+	logger := New()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		logger.Info("info message")
+	}
+}
+
+func BenchmarkLogger_Error(b *testing.B) {
+	logger := New()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		logger.Error("error message")
+	}
+}
+
+func BenchmarkLogger_Debugf(b *testing.B) {
+	logger := New()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		logger.Debugf("debug message: %s %d", "test", i)
+	}
+}
+
+func BenchmarkLogger_Infof(b *testing.B) {
+	logger := New()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		logger.Infof("info message: %s %d", "test", i)
+	}
+}
+
+func BenchmarkLogger_Errorf(b *testing.B) {
+	logger := New()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		logger.Errorf("error message: %s %d", "test", i)
+	}
+}
+
+func BenchmarkWithRequest(b *testing.B) {
+	req, _ := http.NewRequest("GET", "/test", nil)
+	req.Header.Set("X-Request-ID", "test-request-id")
+	req.Header.Set("X-Correlation-ID", "test-correlation-id")
+	ctx := context.Background()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = WithRequest(ctx, req)
+	}
+}
diff --git a/pkg/pagination/pages_bench_test.go b/pkg/pagination/pages_bench_test.go
new file mode 100644
index 0000000..05ed4f6
--- /dev/null
+++ b/pkg/pagination/pages_bench_test.go
@@ -0,0 +1,81 @@
+package pagination
+
+import (
+	"net/http"
+	"testing"
+)
+
+func BenchmarkNew(b *testing.B) {
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = New(1, 100, 1000)
+	}
+}
+
+func BenchmarkNewFromRequest(b *testing.B) {
+	req, _ := http.NewRequest("GET", "/test?page=2&per_page=50", nil)
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = NewFromRequest(req, 1000)
+	}
+}
+
+func BenchmarkPages_Offset(b *testing.B) {
+	pages := New(5, 100, 1000)
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = pages.Offset()
+	}
+}
+
+func BenchmarkPages_Limit(b *testing.B) {
+	pages := New(5, 100, 1000)
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = pages.Limit()
+	}
+}
+
+func BenchmarkPages_BuildLinks(b *testing.B) {
+	pages := New(5, 100, 1000)
+	baseURL := "http://example.com/api/items"
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = pages.BuildLinks(baseURL, 100)
+	}
+}
+
+func BenchmarkPages_BuildLinkHeader(b *testing.B) {
+	pages := New(5, 100, 1000)
+	baseURL := "http://example.com/api/items"
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = pages.BuildLinkHeader(baseURL, 100)
+	}
+}
+
+func BenchmarkParseInt(b *testing.B) {
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = parseInt("42", 10)
+	}
+}
+
+func BenchmarkParseIntDefault(b *testing.B) {
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = parseInt("", 10)
+	}
+}
+
+func BenchmarkParseIntInvalid(b *testing.B) {
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = parseInt("invalid", 10)
+	}
+}