diff --git a/.dagger/publishimage.go b/.dagger/publishimage.go
index 871a8a2b6..a56f22a1a 100644
--- a/.dagger/publishimage.go
+++ b/.dagger/publishimage.go
@@ -43,10 +43,10 @@ func (m *HarborCli) PublishImageAndSign(
 		// Generate SBOM (SPDX JSON) for the published image
 		sbom := m.GenerateSBOM(
 			ctx,
-			addr, 
-			registryUsername, 
+			addr,
+			registryUsername,
 			registryPassword,
-		);
+		)
 
 		// Attest SBOM to the image using Cosign in-toto attestation
 		if _, err := m.AttestSBOM(
diff --git a/cmd/harbor/root/artifact/delete.go b/cmd/harbor/root/artifact/delete.go
index 215233528..d128be6cd 100644
--- a/cmd/harbor/root/artifact/delete.go
+++ b/cmd/harbor/root/artifact/delete.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/artifact/view.go b/cmd/harbor/root/artifact/view.go
index 0b5a4065d..061057797 100644
--- a/cmd/harbor/root/artifact/view.go
+++ b/cmd/harbor/root/artifact/view.go
@@ -16,10 +16,10 @@ package artifact
 import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/artifact"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/artifact/view"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/cmd.go b/cmd/harbor/root/cmd.go
index 039e39ea6..78d2e19c3 100644
--- a/cmd/harbor/root/cmd.go
+++ b/cmd/harbor/root/cmd.go
@@ -16,7 +16,6 @@ package root
 import (
 	"fmt"
 	"io"
-	"time"
 
 	"github.com/goharbor/harbor-cli/cmd/harbor/root/artifact"
 	"github.com/goharbor/harbor-cli/cmd/harbor/root/configurations"
@@ -38,8 +37,8 @@ import (
 	"github.com/goharbor/harbor-cli/cmd/harbor/root/user"
 	"github.com/goharbor/harbor-cli/cmd/harbor/root/vulnerability"
 	"github.com/goharbor/harbor-cli/cmd/harbor/root/webhook"
+	"github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
@@ -69,17 +68,11 @@ harbor help
 			// Initialize configuration
 			utils.InitConfig(cfgFile, userSpecifiedConfig)
 
-			// Conditionally set the timestamp format only in verbose mode
-			formatter := &logrus.TextFormatter{}
-
 			if verbose {
-				formatter.FullTimestamp = true
-				formatter.TimestampFormat = time.RFC3339
-				logrus.SetLevel(logrus.DebugLevel)
+				log.SetLevel(log.LevelDebug)
 			} else {
-				logrus.SetOutput(io.Discard)
+				log.SetOutput(io.Discard)
 			}
-			logrus.SetFormatter(formatter)
 
 			return nil
 		},
diff --git a/cmd/harbor/root/context/delete.go b/cmd/harbor/root/context/delete.go
index a04a9b75a..7ada24f3c 100644
--- a/cmd/harbor/root/context/delete.go
+++ b/cmd/harbor/root/context/delete.go
@@ -18,8 +18,8 @@ import (
 	"reflect"
 	"strings"
 
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
@@ -81,9 +81,9 @@ If you specify --name, that credential (rather than the "current" one) will be u
 				}
 
 				if found {
-					logrus.Infof("Removed credential '%s' and cleared CurrentCredentialName", currentName)
+					log.Infof("Removed credential '%s' and cleared CurrentCredentialName", currentName)
 				} else {
-					logrus.Infof("No credential named '%s' found; cleared CurrentCredentialName anyway", currentName)
+					log.Infof("No credential named '%s' found; cleared CurrentCredentialName anyway", currentName)
 				}
 
 				return nil
@@ -111,7 +111,7 @@ If you specify --name, that credential (rather than the "current" one) will be u
 
 			// 5. Confirm to the user (no error here)
 			canonicalPath := strings.Join(actualSegments, ".")
-			logrus.Infof("Successfully cleared %s", canonicalPath)
+			log.Infof("Successfully cleared %s", canonicalPath)
 
 			return nil
 		},
diff --git a/cmd/harbor/root/context/update.go b/cmd/harbor/root/context/update.go
index 2b479b545..eea5199ef 100644
--- a/cmd/harbor/root/context/update.go
+++ b/cmd/harbor/root/context/update.go
@@ -19,8 +19,8 @@ import (
 	"strconv"
 	"strings"
 
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
@@ -67,9 +67,9 @@ If you specify --name, that credential (rather than the "current" one) will be u
 				return fmt.Errorf("failed to save updated config: %w", err)
 			}
 
-			// 5. Confirm to the user (logrus.Info is fine here; no error)
+			// 5. Confirm to the user (log.Info is fine here; no error)
 			canonicalPath := strings.Join(actualSegments, ".")
-			logrus.Infof("Successfully updated %s to '%s'", canonicalPath, newValue)
+			log.Infof("Successfully updated %s to '%s'", canonicalPath, newValue)
 
 			return nil
 		},
@@ -251,7 +251,7 @@ func encryptPassword(plaintext string) (string, error) {
 	// Make sure a key exists
 	if err := utils.GenerateEncryptionKey(); err != nil {
 		// It's okay if the key already exists; that might not be a fatal error for you
-		logrus.Debugf("Encryption key might already exist: %v", err)
+		log.Debugf("Encryption key might already exist: %v", err)
 	}
 
 	key, err := utils.GetEncryptionKey()
diff --git a/cmd/harbor/root/info.go b/cmd/harbor/root/info.go
index 48df0c987..9c10fed45 100644
--- a/cmd/harbor/root/info.go
+++ b/cmd/harbor/root/info.go
@@ -18,9 +18,9 @@ import (
 
 	"github.com/goharbor/harbor-cli/cmd/harbor/internal/version"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/info/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/labels/list.go b/cmd/harbor/root/labels/list.go
index a596ac95e..90710e4b3 100644
--- a/cmd/harbor/root/labels/list.go
+++ b/cmd/harbor/root/labels/list.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/label/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/login.go b/cmd/harbor/root/login.go
index 80a5c9803..d736ff40b 100644
--- a/cmd/harbor/root/login.go
+++ b/cmd/harbor/root/login.go
@@ -21,9 +21,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/harbor"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/user"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/login"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"golang.org/x/term"
 )
diff --git a/cmd/harbor/root/logs.go b/cmd/harbor/root/logs.go
index 580b52ec0..e52b4b1f2 100644
--- a/cmd/harbor/root/logs.go
+++ b/cmd/harbor/root/logs.go
@@ -21,9 +21,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	list "github.com/goharbor/harbor-cli/pkg/views/logs"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/project/create.go b/cmd/harbor/root/project/create.go
index b6de76a78..f897350be 100644
--- a/cmd/harbor/root/project/create.go
+++ b/cmd/harbor/root/project/create.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/project/create"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/project/delete.go b/cmd/harbor/root/project/delete.go
index 4f787fc58..d1138bb73 100644
--- a/cmd/harbor/root/project/delete.go
+++ b/cmd/harbor/root/project/delete.go
@@ -19,9 +19,9 @@ import (
 	"sync"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/project/list.go b/cmd/harbor/root/project/list.go
index b785b1639..ae8e3db96 100644
--- a/cmd/harbor/root/project/list.go
+++ b/cmd/harbor/root/project/list.go
@@ -19,9 +19,9 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/project"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	list "github.com/goharbor/harbor-cli/pkg/views/project/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/project/logs.go b/cmd/harbor/root/project/logs.go
index 573de085d..8a50d3ef6 100644
--- a/cmd/harbor/root/project/logs.go
+++ b/cmd/harbor/root/project/logs.go
@@ -18,10 +18,10 @@ import (
 
 	proj "github.com/goharbor/go-client/pkg/sdk/v2.0/client/project"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	auditLog "github.com/goharbor/harbor-cli/pkg/views/project/logs"
-	log "github.com/sirupsen/logrus"
 
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
diff --git a/cmd/harbor/root/project/member/create.go b/cmd/harbor/root/project/member/create.go
index 5fba323fe..7a7247100 100644
--- a/cmd/harbor/root/project/member/create.go
+++ b/cmd/harbor/root/project/member/create.go
@@ -18,7 +18,7 @@ import (
 	"fmt"
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
-	"github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
@@ -89,7 +89,7 @@ func CreateMemberCommand() *cobra.Command {
 			}
 
 			if err != nil {
-				logrus.Errorf("failed to create user: %v", err)
+				log.Errorf("failed to create user: %v", err)
 			}
 
 			fmt.Printf("successfully added user %s to project %s\n", createView.MemberUser.Username, opts.ProjectName)
diff --git a/cmd/harbor/root/project/member/delete.go b/cmd/harbor/root/project/member/delete.go
index 0967ed589..96d59aab8 100644
--- a/cmd/harbor/root/project/member/delete.go
+++ b/cmd/harbor/root/project/member/delete.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/project/robot/create.go b/cmd/harbor/root/project/robot/create.go
index 86536e781..6fd597fca 100644
--- a/cmd/harbor/root/project/robot/create.go
+++ b/cmd/harbor/root/project/robot/create.go
@@ -22,10 +22,10 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
 	config "github.com/goharbor/harbor-cli/pkg/config/robot"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/create"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
@@ -102,7 +102,7 @@ Examples:
 				if loadErr != nil {
 					return fmt.Errorf("failed to load robot config from file: %v", loadErr)
 				}
-				logrus.Info("Successfully loaded robot configuration")
+				log.Info("Successfully loaded robot configuration")
 				opts = *loadedOpts
 				if opts.ProjectName == "" {
 					opts.ProjectName = opts.Permissions[0].Namespace
@@ -196,7 +196,7 @@ Examples:
 				return fmt.Errorf("failed to create robot: %v", utils.ParseHarborErrorMsg(err))
 			}
 
-			logrus.Infof("Successfully created robot account '%s' (ID: %d)",
+			log.Infof("Successfully created robot account '%s' (ID: %d)",
 				response.Payload.Name, response.Payload.ID)
 
 			FormatFlag := viper.GetString("output-format")
@@ -209,14 +209,14 @@ Examples:
 			name, secret := response.Payload.Name, response.Payload.Secret
 
 			if exportToFile {
-				logrus.Info("Exporting robot credentials to file")
+				log.Info("Exporting robot credentials to file")
 				exportSecretToFile(name, secret, response.Payload.CreationTime.String(), response.Payload.ExpiresAt)
 				return nil
 			} else {
 				create.CreateRobotSecretView(name, secret)
 				err = clipboard.WriteAll(response.Payload.Secret)
 				if err != nil {
-					logrus.Errorf("failed to write to clipboard")
+					log.Errorf("failed to write to clipboard")
 					return nil
 				}
 				fmt.Println("secret copied to clipboard.")
@@ -246,10 +246,10 @@ func exportSecretToFile(name, secret, creationTime string, expiresAt int64) {
 	filename := fmt.Sprintf("%s-secret.json", name)
 	jsonData, err := json.MarshalIndent(secretJson, "", "  ")
 	if err != nil {
-		logrus.Errorf("Failed to marshal secret to JSON: %v", err)
+		log.Errorf("Failed to marshal secret to JSON: %v", err)
 	} else {
 		if err := os.WriteFile(filename, jsonData, 0600); err != nil {
-			logrus.Errorf("Failed to write secret to file: %v", err)
+			log.Errorf("Failed to write secret to file: %v", err)
 		} else {
 			fmt.Printf("Secret saved to %s\n", filename)
 		}
diff --git a/cmd/harbor/root/project/robot/delete.go b/cmd/harbor/root/project/robot/delete.go
index 1473d7b3d..678f60637 100644
--- a/cmd/harbor/root/project/robot/delete.go
+++ b/cmd/harbor/root/project/robot/delete.go
@@ -18,9 +18,9 @@ import (
 	"strconv"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 
 	"github.com/spf13/cobra"
 )
diff --git a/cmd/harbor/root/project/robot/list.go b/cmd/harbor/root/project/robot/list.go
index 1c76012be..54bec20db 100644
--- a/cmd/harbor/root/project/robot/list.go
+++ b/cmd/harbor/root/project/robot/list.go
@@ -19,10 +19,10 @@ import (
 
 	"github.com/goharbor/harbor-cli/pkg/api"
 	"github.com/goharbor/harbor-cli/pkg/constants"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/project/robot/refresh.go b/cmd/harbor/root/project/robot/refresh.go
index c2ce4c07c..198fc83bb 100644
--- a/cmd/harbor/root/project/robot/refresh.go
+++ b/cmd/harbor/root/project/robot/refresh.go
@@ -19,10 +19,10 @@ import (
 
 	"github.com/atotto/clipboard"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/create"
-	log "github.com/sirupsen/logrus"
 
 	"github.com/spf13/cobra"
 )
diff --git a/cmd/harbor/root/project/search.go b/cmd/harbor/root/project/search.go
index 1265e2743..81510ccca 100644
--- a/cmd/harbor/root/project/search.go
+++ b/cmd/harbor/root/project/search.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/project/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/project/view.go b/cmd/harbor/root/project/view.go
index df2f6bdb4..929aaf74a 100644
--- a/cmd/harbor/root/project/view.go
+++ b/cmd/harbor/root/project/view.go
@@ -18,10 +18,10 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/project"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/project/view"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/quota/update.go b/cmd/harbor/root/quota/update.go
index a3ef87cee..a7ddba1ae 100644
--- a/cmd/harbor/root/quota/update.go
+++ b/cmd/harbor/root/quota/update.go
@@ -19,10 +19,10 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/quota/update"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/registry/list.go b/cmd/harbor/root/registry/list.go
index ab3925ef6..5b18fc68b 100644
--- a/cmd/harbor/root/registry/list.go
+++ b/cmd/harbor/root/registry/list.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/registry/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/replication/executions/list.go b/cmd/harbor/root/replication/executions/list.go
index 979df020d..9eeef0cef 100644
--- a/cmd/harbor/root/replication/executions/list.go
+++ b/cmd/harbor/root/replication/executions/list.go
@@ -18,10 +18,10 @@ import (
 	"strconv"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/replication/execution/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/replication/policies/create.go b/cmd/harbor/root/replication/policies/create.go
index b72dce17e..a1f4443fb 100644
--- a/cmd/harbor/root/replication/policies/create.go
+++ b/cmd/harbor/root/replication/policies/create.go
@@ -22,10 +22,10 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
 	config "github.com/goharbor/harbor-cli/pkg/config/replication"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/replication/policies/create"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/replication/policies/list.go b/cmd/harbor/root/replication/policies/list.go
index 1f7c1fd0a..251c7cd89 100644
--- a/cmd/harbor/root/replication/policies/list.go
+++ b/cmd/harbor/root/replication/policies/list.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/replication/policies/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/replication/policies/update.go b/cmd/harbor/root/replication/policies/update.go
index c944995ed..8843bc43e 100644
--- a/cmd/harbor/root/replication/policies/update.go
+++ b/cmd/harbor/root/replication/policies/update.go
@@ -19,9 +19,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/views/replication/policies/create"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/replication/start.go b/cmd/harbor/root/replication/start.go
index f2eefc959..ebbf9368e 100644
--- a/cmd/harbor/root/replication/start.go
+++ b/cmd/harbor/root/replication/start.go
@@ -18,9 +18,9 @@ import (
 	"strconv"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/replication/stop.go b/cmd/harbor/root/replication/stop.go
index 64a959782..e6b66f585 100644
--- a/cmd/harbor/root/replication/stop.go
+++ b/cmd/harbor/root/replication/stop.go
@@ -18,9 +18,9 @@ import (
 	"strconv"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/repository/list.go b/cmd/harbor/root/repository/list.go
index beb2b8a22..a93edcaa6 100644
--- a/cmd/harbor/root/repository/list.go
+++ b/cmd/harbor/root/repository/list.go
@@ -18,10 +18,10 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/repository"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/repository/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/robot/create.go b/cmd/harbor/root/robot/create.go
index 72bc2e743..dbdcbc430 100644
--- a/cmd/harbor/root/robot/create.go
+++ b/cmd/harbor/root/robot/create.go
@@ -23,10 +23,10 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
 	config "github.com/goharbor/harbor-cli/pkg/config/robot"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/create"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
@@ -129,7 +129,7 @@ func loadFromConfigFile(opts *create.CreateView, configFile string, permissions
 		return fmt.Errorf("failed to load robot config from file: %v", err)
 	}
 
-	logrus.Info("Successfully loaded robot configuration")
+	log.Info("Successfully loaded robot configuration")
 	*opts = *loadedOpts
 
 	if opts.Level != "system" {
@@ -158,7 +158,7 @@ func loadFromConfigFile(opts *create.CreateView, configFile string, permissions
 		}
 	}
 
-	logrus.Infof("Loaded system robot with %d system permissions and %d project-specific permissions",
+	log.Infof("Loaded system robot with %d system permissions and %d project-specific permissions",
 		len(*permissions), len(projectPermissionsMap))
 
 	return nil
@@ -326,7 +326,7 @@ func createRobotAndHandleResponse(opts *create.CreateView, exportToFile bool) er
 		}
 	}
 
-	logrus.Infof("Successfully created robot account '%s' (ID: %d)",
+	log.Infof("Successfully created robot account '%s' (ID: %d)",
 		response.Payload.Name, response.Payload.ID)
 
 	// Handle output format
@@ -340,14 +340,14 @@ func createRobotAndHandleResponse(opts *create.CreateView, exportToFile bool) er
 	name, secret := response.Payload.Name, response.Payload.Secret
 
 	if exportToFile {
-		logrus.Info("Exporting robot credentials to file")
+		log.Info("Exporting robot credentials to file")
 		exportSecretToFile(name, secret, response.Payload.CreationTime.String(), response.Payload.ExpiresAt)
 		return nil
 	}
 
 	create.CreateRobotSecretView(name, secret)
 	if err := clipboard.WriteAll(secret); err != nil {
-		logrus.Errorf("failed to write to clipboard")
+		log.Errorf("failed to write to clipboard")
 	} else {
 		fmt.Println("secret copied to clipboard.")
 	}
@@ -377,12 +377,12 @@ func exportSecretToFile(name, secret, creationTime string, expiresAt int64) {
 	filename := fmt.Sprintf("%s-secret.json", name)
 	jsonData, err := json.MarshalIndent(secretJson, "", "  ")
 	if err != nil {
-		logrus.Errorf("Failed to marshal secret to JSON: %v", err)
+		log.Errorf("Failed to marshal secret to JSON: %v", err)
 		return
 	}
 
 	if err := os.WriteFile(filename, jsonData, 0600); err != nil {
-		logrus.Errorf("Failed to write secret to file: %v", err)
+		log.Errorf("Failed to write secret to file: %v", err)
 		return
 	}
 
diff --git a/cmd/harbor/root/robot/refresh.go b/cmd/harbor/root/robot/refresh.go
index 13fb6671e..6f91c6454 100644
--- a/cmd/harbor/root/robot/refresh.go
+++ b/cmd/harbor/root/robot/refresh.go
@@ -19,10 +19,10 @@ import (
 
 	"github.com/atotto/clipboard"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/create"
-	log "github.com/sirupsen/logrus"
 
 	"github.com/spf13/cobra"
 )
diff --git a/cmd/harbor/root/robot/update.go b/cmd/harbor/root/robot/update.go
index f9d093a24..be4bab74c 100644
--- a/cmd/harbor/root/robot/update.go
+++ b/cmd/harbor/root/robot/update.go
@@ -21,10 +21,10 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
 	config "github.com/goharbor/harbor-cli/pkg/config/robot"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/update"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
@@ -144,7 +144,7 @@ Examples:
 				}
 			}
 
-			logrus.Infof("Loaded robot with %d system permissions and %d project-specific permissions",
+			log.Infof("Loaded robot with %d system permissions and %d project-specific permissions",
 				len(permissions), len(projectPermissionsMap))
 
 			// Handle configuration from file or interactive input
@@ -187,7 +187,7 @@ func loadFromConfigFileForUpdate(opts *update.UpdateView, configFile string, per
 		return fmt.Errorf("failed to load robot config from file: %v", err)
 	}
 
-	logrus.Info("Successfully loaded robot configuration")
+	log.Info("Successfully loaded robot configuration")
 
 	// Only update fields that should be updated from the config file
 	// IMPORTANT: Do not update name or level as the Harbor API doesn't allow this
@@ -230,7 +230,7 @@ func loadFromConfigFileForUpdate(opts *update.UpdateView, configFile string, per
 		}
 	}
 
-	logrus.Infof("Loaded robot update with %d system permissions and %d project-specific permissions",
+	log.Infof("Loaded robot update with %d system permissions and %d project-specific permissions",
 		len(*permissions), len(projectPermissionsMap))
 
 	return nil
@@ -264,7 +264,7 @@ func handleInteractiveInputForUpdate(opts *update.UpdateView, all bool, permissi
 	}
 
 	if !updatePerms {
-		logrus.Info("Keeping existing permissions")
+		log.Info("Keeping existing permissions")
 		return nil
 	}
 
@@ -296,7 +296,7 @@ func getSystemPermissionsForUpdate(all bool, permissions *[]models.Permission) e
 	}
 
 	if !updateSystem {
-		logrus.Info("Keeping existing system permissions")
+		log.Info("Keeping existing system permissions")
 		return nil
 	}
 
@@ -328,10 +328,10 @@ func getProjectPermissionsForUpdate(opts *update.UpdateView, projectPermissionsM
 
 	switch permissionMode {
 	case "keep":
-		logrus.Info("Keeping existing project permissions")
+		log.Info("Keeping existing project permissions")
 		return nil
 	case "clear":
-		logrus.Info("Clearing all project permissions")
+		log.Info("Clearing all project permissions")
 		// Clear the map to remove all project permissions
 		for k := range projectPermissionsMap {
 			delete(projectPermissionsMap, k)
@@ -538,7 +538,7 @@ func validateProjectPermissions(permissions []models.Permission) ([]models.Permi
 
 	// Warn about invalid permissions
 	if len(invalidPerms) > 0 {
-		logrus.Warnf("Removed %d invalid project permissions: %v", len(invalidPerms), invalidPerms)
+		log.Warnf("Removed %d invalid project permissions: %v", len(invalidPerms), invalidPerms)
 	}
 
 	return validPerms, nil
@@ -583,7 +583,7 @@ func updateRobotAndHandleResponse(opts *update.UpdateView) error {
 		return fmt.Errorf("failed to update robot: %v", utils.ParseHarborErrorMsg(err))
 	}
 
-	logrus.Infof("Successfully updated robot account '%s' (ID: %d)", opts.Name, opts.ID)
+	log.Infof("Successfully updated robot account '%s' (ID: %d)", opts.Name, opts.ID)
 
 	// Handle output format
 	if formatFlag := viper.GetString("output-format"); formatFlag != "" {
diff --git a/cmd/harbor/root/scan_all/metrics.go b/cmd/harbor/root/scan_all/metrics.go
index 6ee571fab..5b8b6d601 100644
--- a/cmd/harbor/root/scan_all/metrics.go
+++ b/cmd/harbor/root/scan_all/metrics.go
@@ -15,9 +15,9 @@ package scan_all
 
 import (
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	view "github.com/goharbor/harbor-cli/pkg/views/scan-all/metrics"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
@@ -54,10 +54,10 @@ Examples:
   harbor-cli scan-all metrics --output-format json`,
 		Args: cobra.MaximumNArgs(0),
 		RunE: func(cmd *cobra.Command, args []string) error {
-			logrus.Info("Retrieving scan all metrics")
+			log.Info("Retrieving scan all metrics")
 			metrics, err := api.GetScanAllMetrics(scheduled)
 			if err != nil {
-				logrus.Errorf("Failed to retrieve scan all metrics: %v", utils.ParseHarborErrorMsg(err))
+				log.Errorf("Failed to retrieve scan all metrics: %v", utils.ParseHarborErrorMsg(err))
 				return err
 			}
 
diff --git a/cmd/harbor/root/scan_all/run.go b/cmd/harbor/root/scan_all/run.go
index 345eec97c..1a7dcd3e6 100644
--- a/cmd/harbor/root/scan_all/run.go
+++ b/cmd/harbor/root/scan_all/run.go
@@ -19,8 +19,8 @@ import (
 	"github.com/go-openapi/strfmt"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
@@ -54,7 +54,7 @@ The scan progress and results can be monitored through the metrics command
 or through the Harbor web interface.`,
 		Args: cobra.MaximumNArgs(0),
 		RunE: func(cmd *cobra.Command, args []string) error {
-			logrus.Info("Initiating manual scan of all artifacts")
+			log.Info("Initiating manual scan of all artifacts")
 			// Random cron expression and random time need to be passed to the API, even though they are not used, otherwise it returns bad request
 			randomCron := "0 * * * * *"
 			randomTime := strfmt.DateTime{}
@@ -62,7 +62,7 @@ or through the Harbor web interface.`,
 			if err != nil {
 				return fmt.Errorf("failed to start scan all operation: %v", utils.ParseHarborErrorMsg(err))
 			}
-			logrus.Info("Successfully started scan all operation")
+			log.Info("Successfully started scan all operation")
 			return nil
 		},
 	}
diff --git a/cmd/harbor/root/scan_all/stop.go b/cmd/harbor/root/scan_all/stop.go
index 529e1a823..65da983be 100644
--- a/cmd/harbor/root/scan_all/stop.go
+++ b/cmd/harbor/root/scan_all/stop.go
@@ -15,8 +15,8 @@ package scan_all
 
 import (
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
@@ -37,13 +37,13 @@ Examples:
   harbor-cli scan-all stop && harbor-cli scan-all metrics`,
 		Args: cobra.MaximumNArgs(0),
 		RunE: func(cmd *cobra.Command, args []string) error {
-			logrus.Info("Stopping scan all operation")
+			log.Info("Stopping scan all operation")
 			err := api.StopScanAll()
 			if err != nil {
-				logrus.Errorf("Failed to stop scan all operation: %v", utils.ParseHarborErrorMsg(err))
+				log.Errorf("Failed to stop scan all operation: %v", utils.ParseHarborErrorMsg(err))
 				return err
 			}
-			logrus.Info("Successfully stopped scan all operation")
+			log.Info("Successfully stopped scan all operation")
 			return nil
 		},
 	}
diff --git a/cmd/harbor/root/scan_all/update_schedule.go b/cmd/harbor/root/scan_all/update_schedule.go
index 4c2dd0f5f..1fa22f838 100644
--- a/cmd/harbor/root/scan_all/update_schedule.go
+++ b/cmd/harbor/root/scan_all/update_schedule.go
@@ -21,9 +21,9 @@ import (
 	"github.com/go-openapi/strfmt"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/scan-all/update"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"golang.org/x/text/cases"
 	"golang.org/x/text/language"
@@ -84,7 +84,7 @@ Note: For custom schedules, if you provide a 5-field cron expression, the CLI wi
 				return fmt.Errorf("invalid schedule type: %s. Valid types are: none, hourly, daily, weekly, custom", args[0])
 			}
 
-			logrus.Infof("Updating scan all schedule to type: %s", scheduleType)
+			log.Infof("Updating scan all schedule to type: %s", scheduleType)
 
 			switch scheduleType {
 			case "None":
@@ -108,17 +108,17 @@ Note: For custom schedules, if you provide a 5-field cron expression, the CLI wi
 }
 
 func updateScheduleToNone() error {
-	logrus.Info("Setting scan all schedule to None (disabled)")
+	log.Info("Setting scan all schedule to None (disabled)")
 	err := api.UpdateScanAllSchedule(models.ScheduleObj{Type: "None"})
 	if err != nil {
 		return fmt.Errorf("failed to disable scan schedule: %v", utils.ParseHarborErrorMsg(err))
 	}
-	logrus.Info("Successfully disabled scan all schedule")
+	log.Info("Successfully disabled scan all schedule")
 	return nil
 }
 
 func updatePredefinedSchedule(scheduleType string) error {
-	logrus.Infof("Setting scan all schedule to %s", scheduleType)
+	log.Infof("Setting scan all schedule to %s", scheduleType)
 
 	// Random cron expression and time needed by API
 	randomCron := "0 0 * * * * "
@@ -134,13 +134,13 @@ func updatePredefinedSchedule(scheduleType string) error {
 		return fmt.Errorf("failed to update scan schedule: %v", utils.ParseHarborErrorMsg(err))
 	}
 
-	logrus.Infof("Successfully set scan all schedule to %s", scheduleType)
+	log.Infof("Successfully set scan all schedule to %s", scheduleType)
 	return nil
 }
 
 func updateCustomSchedule(cron string) error {
 	if cron == "" {
-		logrus.Info("Opening interactive form for custom schedule configuration")
+		log.Info("Opening interactive form for custom schedule configuration")
 		update.UpdateSchedule(&cron)
 	}
 
@@ -148,7 +148,7 @@ func updateCustomSchedule(cron string) error {
 		return err
 	}
 
-	logrus.Infof("Setting scan all schedule with custom cron expression: %s", cron)
+	log.Infof("Setting scan all schedule with custom cron expression: %s", cron)
 
 	// Random time needed by API
 	randomTime := strfmt.DateTime{}
@@ -166,7 +166,7 @@ func updateCustomSchedule(cron string) error {
 		return fmt.Errorf("failed to update scan schedule: %v", errMsg)
 	}
 
-	logrus.Info("Successfully set scan all schedule with custom cron expression")
+	log.Info("Successfully set scan all schedule with custom cron expression")
 	return nil
 }
 
@@ -177,7 +177,7 @@ func validateCron(cron string) error {
 	fields := strings.Fields(cron)
 	if len(fields) < 6 {
 		if len(fields) == 5 {
-			logrus.Infof("Converting 5-field cron to 6-field by adding '0' for seconds")
+			log.Infof("Converting 5-field cron to 6-field by adding '0' for seconds")
 			return fmt.Errorf("harbor requires 6-field cron format (including seconds). Try: '0 %s'", cron)
 		}
 		return fmt.Errorf("harbor requires 6-field cron format (seconds minute hour day month weekday)")
diff --git a/cmd/harbor/root/scan_all/view_schedule.go b/cmd/harbor/root/scan_all/view_schedule.go
index 0ed2a05e9..8a9210180 100644
--- a/cmd/harbor/root/scan_all/view_schedule.go
+++ b/cmd/harbor/root/scan_all/view_schedule.go
@@ -15,9 +15,9 @@ package scan_all
 
 import (
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/scan-all/view-schedule"
-	"github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
@@ -50,10 +50,10 @@ You can use this command to verify changes after updating the schedule with the
 		Args:    cobra.MaximumNArgs(0),
 		Aliases: []string{"vs"},
 		RunE: func(cmd *cobra.Command, args []string) error {
-			logrus.Info("Retrieving scan all schedule configuration")
+			log.Info("Retrieving scan all schedule configuration")
 			schedule, err := api.GetScanAllSchedule()
 			if err != nil {
-				logrus.Errorf("Failed to retrieve scan all schedule: %v", utils.ParseHarborErrorMsg(err))
+				log.Errorf("Failed to retrieve scan all schedule: %v", utils.ParseHarborErrorMsg(err))
 				return err
 			}
 
diff --git a/cmd/harbor/root/scanner/delete.go b/cmd/harbor/root/scanner/delete.go
index 1f397f22a..6f1f001b5 100644
--- a/cmd/harbor/root/scanner/delete.go
+++ b/cmd/harbor/root/scanner/delete.go
@@ -17,8 +17,8 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/scanner/list.go b/cmd/harbor/root/scanner/list.go
index 603ebf1f7..4f2babf40 100644
--- a/cmd/harbor/root/scanner/list.go
+++ b/cmd/harbor/root/scanner/list.go
@@ -17,9 +17,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	list "github.com/goharbor/harbor-cli/pkg/views/scanner/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/scanner/update.go b/cmd/harbor/root/scanner/update.go
index a79d250dd..ef52eac36 100644
--- a/cmd/harbor/root/scanner/update.go
+++ b/cmd/harbor/root/scanner/update.go
@@ -19,11 +19,11 @@ import (
 	"github.com/go-openapi/strfmt"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/scanner/create"
 	"github.com/goharbor/harbor-cli/pkg/views/scanner/update"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/user/delete.go b/cmd/harbor/root/user/delete.go
index e758685ff..f734cfeee 100644
--- a/cmd/harbor/root/user/delete.go
+++ b/cmd/harbor/root/user/delete.go
@@ -18,8 +18,8 @@ import (
 	"sync"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/user/elevate.go b/cmd/harbor/root/user/elevate.go
index 56a91aed6..cec2d2679 100644
--- a/cmd/harbor/root/user/elevate.go
+++ b/cmd/harbor/root/user/elevate.go
@@ -18,9 +18,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/views"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/user/elevate_test.go b/cmd/harbor/root/user/elevate_test.go
index 57124d719..d47dbf46f 100644
--- a/cmd/harbor/root/user/elevate_test.go
+++ b/cmd/harbor/root/user/elevate_test.go
@@ -19,7 +19,7 @@ import (
 	"strings"
 	"testing"
 
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/stretchr/testify/assert"
 )
 
diff --git a/cmd/harbor/root/user/list.go b/cmd/harbor/root/user/list.go
index 4f72a09a8..4ba100b24 100644
--- a/cmd/harbor/root/user/list.go
+++ b/cmd/harbor/root/user/list.go
@@ -18,9 +18,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/user/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/cmd/harbor/root/user/password.go b/cmd/harbor/root/user/password.go
index 5eb35ff50..5e934cd59 100644
--- a/cmd/harbor/root/user/password.go
+++ b/cmd/harbor/root/user/password.go
@@ -18,9 +18,9 @@ import (
 	"fmt"
 
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/prompt"
 	"github.com/goharbor/harbor-cli/pkg/views/password/reset"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 )
 
diff --git a/cmd/harbor/root/vulnerability/list.go b/cmd/harbor/root/vulnerability/list.go
index e6a269932..3ad334547 100644
--- a/cmd/harbor/root/vulnerability/list.go
+++ b/cmd/harbor/root/vulnerability/list.go
@@ -18,9 +18,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	vulnlist "github.com/goharbor/harbor-cli/pkg/views/vulnerability/list"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
 )
diff --git a/doc/doc.go b/doc/doc.go
index 3da43e105..f01d09695 100644
--- a/doc/doc.go
+++ b/doc/doc.go
@@ -23,7 +23,7 @@ import (
 	"strings"
 
 	cmd "github.com/goharbor/harbor-cli/cmd/harbor/root"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/spf13/cobra"
 	"go.yaml.in/yaml/v4"
 )
diff --git a/doc/doc_test.go b/doc/doc_test.go
index 3a2053142..6399b511c 100644
--- a/doc/doc_test.go
+++ b/doc/doc_test.go
@@ -23,7 +23,7 @@ import (
 
 	"regexp"
 
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/spf13/cobra"
 	"go.yaml.in/yaml/v4"
 )
diff --git a/doc/man-docs/man_doc.go b/doc/man-docs/man_doc.go
index 1c32603cc..61410d355 100644
--- a/doc/man-docs/man_doc.go
+++ b/doc/man-docs/man_doc.go
@@ -22,7 +22,7 @@ import (
 	"strings"
 
 	cmd "github.com/goharbor/harbor-cli/cmd/harbor/root"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/spf13/cobra/doc"
 )
 
diff --git a/go.mod b/go.mod
index 460722842..5977c0c13 100644
--- a/go.mod
+++ b/go.mod
@@ -11,13 +11,12 @@ require (
 	github.com/charmbracelet/x/ansi v0.11.6
 	github.com/gocarina/gocsv v0.0.0-20240520201108-78e41c74b4b1
 	github.com/sahilm/fuzzy v0.1.1
-	github.com/sirupsen/logrus v1.9.4
 	github.com/spf13/cobra v1.10.2
 	github.com/spf13/viper v1.21.0
 	github.com/stretchr/testify v1.11.1
 	github.com/zalando/go-keyring v0.2.8
 	go.yaml.in/yaml/v4 v4.0.0-rc.4
-	golang.org/x/term v0.42.0
+	golang.org/x/term v0.40.0
 	gopkg.in/yaml.v2 v2.4.0
 )
 
diff --git a/go.sum b/go.sum
index c82e4f273..17e426bf9 100644
--- a/go.sum
+++ b/go.sum
@@ -146,8 +146,6 @@ github.com/sagikazarmark/locafero v0.11.0 h1:1iurJgmM9G3PA/I+wWYIOw/5SyBtxapeHDc
 github.com/sagikazarmark/locafero v0.11.0/go.mod h1:nVIGvgyzw595SUSUE6tvCp3YYTeHs15MvlmU87WwIik=
 github.com/sahilm/fuzzy v0.1.1 h1:ceu5RHF8DGgoi+/dR5PsECjCDH1BE3Fnmpo7aVXOdRA=
 github.com/sahilm/fuzzy v0.1.1/go.mod h1:VFvziUEIMCrT6A6tw2RFIXPXXmzXbOsSHF0DOI8ZK9Y=
-github.com/sirupsen/logrus v1.9.4 h1:TsZE7l11zFCLZnZ+teH4Umoq5BhEIfIzfRDZ1Uzql2w=
-github.com/sirupsen/logrus v1.9.4/go.mod h1:ftWc9WdOfJ0a92nsE2jF5u5ZwH8Bv2zdeOC42RjbV2g=
 github.com/sourcegraph/conc v0.3.1-0.20240121214520-5f936abd7ae8 h1:+jumHNA0Wrelhe64i8F6HNlS8pkoyMv5sreGx2Ry5Rw=
 github.com/sourcegraph/conc v0.3.1-0.20240121214520-5f936abd7ae8/go.mod h1:3n1Cwaq1E1/1lhQhtRK2ts/ZwZEhjcQeJQ1RuC6Q/8U=
 github.com/spf13/afero v1.15.0 h1:b/YBCLWAJdFWJTN9cLhiXXcD7mzKn9Dm86dNnfyQw1I=
@@ -197,8 +195,8 @@ golang.org/x/sys v0.0.0-20210809222454-d867a43fc93e/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.43.0 h1:Rlag2XtaFTxp19wS8MXlJwTvoh8ArU6ezoyFsMyCTNI=
 golang.org/x/sys v0.43.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
-golang.org/x/term v0.42.0 h1:UiKe+zDFmJobeJ5ggPwOshJIVt6/Ft0rcfrXZDLWAWY=
-golang.org/x/term v0.42.0/go.mod h1:Dq/D+snpsbazcBG5+F9Q1n2rXV8Ma+71xEjTRufARgY=
+golang.org/x/term v0.40.0 h1:36e4zGLqU4yhjlmxEaagx2KuYbJq3EwY8K943ZsHcvg=
+golang.org/x/term v0.40.0/go.mod h1:w2P8uVp06p2iyKKuvXIm7N/y0UCRt3UfJTfZ7oOpglM=
 golang.org/x/text v0.36.0 h1:JfKh3XmcRPqZPKevfXVpI1wXPTqbkE5f7JA92a55Yxg=
 golang.org/x/text v0.36.0/go.mod h1:NIdBknypM8iqVmPiuco0Dh6P5Jcdk8lJL0CUebqK164=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
diff --git a/pkg/api/artifact_handler.go b/pkg/api/artifact_handler.go
index d45e43370..5d521bf91 100644
--- a/pkg/api/artifact_handler.go
+++ b/pkg/api/artifact_handler.go
@@ -17,8 +17,8 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/artifact"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/scan"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 // DeleteArtifact handles the deletion of an artifact.
diff --git a/pkg/api/cveallowlist_handler.go b/pkg/api/cveallowlist_handler.go
index 075b2477f..c4fb03bc9 100644
--- a/pkg/api/cveallowlist_handler.go
+++ b/pkg/api/cveallowlist_handler.go
@@ -19,9 +19,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/system_cve_allowlist"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/cveallowlist/update"
-	log "github.com/sirupsen/logrus"
 )
 
 func ListSystemCve() (system_cve_allowlist.GetSystemCVEAllowlistOK, error) {
diff --git a/pkg/api/immutable_handler.go b/pkg/api/immutable_handler.go
index 279865264..3a1189df7 100644
--- a/pkg/api/immutable_handler.go
+++ b/pkg/api/immutable_handler.go
@@ -16,9 +16,9 @@ package api
 import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/immutable"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/immutable/create"
-	log "github.com/sirupsen/logrus"
 )
 
 func CreateImmutable(opts create.CreateView, projectName string) error {
diff --git a/pkg/api/instance_handler.go b/pkg/api/instance_handler.go
index be0d9f6f2..c2a8d1a5b 100644
--- a/pkg/api/instance_handler.go
+++ b/pkg/api/instance_handler.go
@@ -19,9 +19,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/preheat"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/instance/create"
-	log "github.com/sirupsen/logrus"
 )
 
 func CreateInstance(opts create.CreateView) error {
diff --git a/pkg/api/member_handler.go b/pkg/api/member_handler.go
index 91fbcbdf4..c1a8388dc 100644
--- a/pkg/api/member_handler.go
+++ b/pkg/api/member_handler.go
@@ -21,9 +21,9 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/member"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/member/create"
-	log "github.com/sirupsen/logrus"
 )
 
 // Function variables for testing - these can be swapped in tests
diff --git a/pkg/api/ping_handler.go b/pkg/api/ping_handler.go
index efc8cde20..50af09750 100644
--- a/pkg/api/ping_handler.go
+++ b/pkg/api/ping_handler.go
@@ -15,20 +15,20 @@ package api
 
 import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/ping"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	"github.com/sirupsen/logrus"
 )
 
 func Ping() error {
 	ctx, client, err := utils.ContextWithClient()
 	if err != nil {
-		logrus.Errorf("failed to get client: %v", err)
+		log.Errorf("failed to get client: %v", err)
 		return err
 	}
 
 	_, err = client.Ping.GetPing(ctx, &ping.GetPingParams{})
 	if err != nil {
-		logrus.Errorf("failed to ping the server: %v", err)
+		log.Errorf("failed to ping the server: %v", err)
 		return err
 	}
 
diff --git a/pkg/api/project_config_handler.go b/pkg/api/project_config_handler.go
index 87bed79a9..51708fa0b 100644
--- a/pkg/api/project_config_handler.go
+++ b/pkg/api/project_config_handler.go
@@ -18,8 +18,8 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/project_metadata"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func ListConfig(isID bool, projectNameOrID string) (*project_metadata.ListProjectMetadatasOK, error) {
diff --git a/pkg/api/project_handler.go b/pkg/api/project_handler.go
index 0a4aacb18..6e3fe6a0f 100644
--- a/pkg/api/project_handler.go
+++ b/pkg/api/project_handler.go
@@ -20,9 +20,9 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/repository"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/search"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/project/create"
-	log "github.com/sirupsen/logrus"
 )
 
 func CreateProject(opts create.CreateView) error {
diff --git a/pkg/api/registry_handler.go b/pkg/api/registry_handler.go
index 61658fdbe..20da62ca8 100644
--- a/pkg/api/registry_handler.go
+++ b/pkg/api/registry_handler.go
@@ -18,8 +18,8 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/registry"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func ListRegistries(opts ...ListFlags) (*registry.ListRegistriesOK, error) {
diff --git a/pkg/api/repository_handler.go b/pkg/api/repository_handler.go
index f8fb3c203..310f8d97a 100644
--- a/pkg/api/repository_handler.go
+++ b/pkg/api/repository_handler.go
@@ -16,8 +16,8 @@ package api
 import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/repository"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/search"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func RepoDelete(projectNameOrID, repoName string, useProjectID bool) error {
diff --git a/pkg/api/robot_handler.go b/pkg/api/robot_handler.go
index 7dae05d23..43b96110d 100644
--- a/pkg/api/robot_handler.go
+++ b/pkg/api/robot_handler.go
@@ -22,10 +22,10 @@ import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/robot"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
 	"github.com/goharbor/harbor-cli/pkg/constants"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/create"
 	"github.com/goharbor/harbor-cli/pkg/views/robot/update"
-	log "github.com/sirupsen/logrus"
 )
 
 func ListRobot(opts ListFlags) (*robot.ListRobotOK, error) {
diff --git a/pkg/api/scan_all_handler.go b/pkg/api/scan_all_handler.go
index 62c3b904b..0bac4cbeb 100644
--- a/pkg/api/scan_all_handler.go
+++ b/pkg/api/scan_all_handler.go
@@ -16,8 +16,8 @@ package api
 import (
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/scan_all"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func CreateScanAllSchedule(schedule models.ScheduleObj) error {
diff --git a/pkg/api/user_handler.go b/pkg/api/user_handler.go
index 5049483d2..ef742ee1c 100644
--- a/pkg/api/user_handler.go
+++ b/pkg/api/user_handler.go
@@ -20,7 +20,7 @@ import (
 	"github.com/goharbor/harbor-cli/pkg/views/password/reset"
 	"github.com/goharbor/harbor-cli/pkg/views/user/create"
 
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 func CreateUser(opts create.CreateView) error {
diff --git a/pkg/api/webhook_handler.go b/pkg/api/webhook_handler.go
index 0fa7b2699..5535bcc66 100644
--- a/pkg/api/webhook_handler.go
+++ b/pkg/api/webhook_handler.go
@@ -19,10 +19,10 @@ import (
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/webhook"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
 	"github.com/goharbor/harbor-cli/pkg/views/webhook/create"
 	"github.com/goharbor/harbor-cli/pkg/views/webhook/edit"
-	log "github.com/sirupsen/logrus"
 )
 
 func ListWebhooks(projectName string) (webhook.ListWebhookPoliciesOfProjectOK, error) {
diff --git a/pkg/config/replication/policies.go b/pkg/config/replication/policies.go
index 628720e48..322c9c090 100644
--- a/pkg/config/replication/policies.go
+++ b/pkg/config/replication/policies.go
@@ -20,8 +20,8 @@ import (
 	"path/filepath"
 	"strings"
 
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/views/replication/policies/create"
-	log "github.com/sirupsen/logrus"
 	"gopkg.in/yaml.v2"
 )
 
diff --git a/pkg/log/log.go b/pkg/log/log.go
new file mode 100644
index 000000000..27a3ffd07
--- /dev/null
+++ b/pkg/log/log.go
@@ -0,0 +1,302 @@
+// Copyright Project Harbor 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.
+package log
+
+import (
+	"fmt"
+	"io"
+	"log/slog"
+	"os"
+	"sync"
+	"time"
+)
+
+// Fields is a type alias for structured log fields, matching logrus.Fields.
+type Fields map[string]any
+
+// Level represents a log severity level.
+type Level = slog.Level
+
+const (
+	LevelDebug = slog.LevelDebug
+	LevelInfo  = slog.LevelInfo
+	LevelWarn  = slog.LevelWarn
+	LevelError = slog.LevelError
+
+	// Logrus-compatible aliases.
+	InfoLevel  = slog.LevelInfo
+	DebugLevel = slog.LevelDebug
+	WarnLevel  = slog.LevelWarn
+	ErrorLevel = slog.LevelError
+)
+
+// TextFormatter mirrors logrus.TextFormatter for backward-compatible configuration.
+type TextFormatter struct {
+	FullTimestamp   bool
+	TimestampFormat string
+	DisableColors   bool
+}
+
+// Logger wraps slog.Logger to provide a logrus-compatible API surface.
+type Logger struct {
+	logger    *slog.Logger
+	Out       io.Writer // exported field matching logrus.Logger.Out
+	level     Level
+	formatter *TextFormatter
+}
+
+var (
+	mu            sync.Mutex
+	defaultLogger *Logger
+	currentLevel  Level     = LevelInfo
+	currentOutput io.Writer = os.Stderr
+)
+
+func init() {
+	rebuildDefaultLogger()
+}
+
+func rebuildDefaultLogger() {
+	opts := &slog.HandlerOptions{Level: currentLevel}
+	defaultLogger = &Logger{
+		logger: slog.New(slog.NewTextHandler(currentOutput, opts)),
+		Out:    currentOutput,
+		level:  currentLevel,
+	}
+}
+
+// SetLevel sets the minimum log level on the default logger.
+func SetLevel(level Level) {
+	mu.Lock()
+	defer mu.Unlock()
+	currentLevel = level
+	rebuildDefaultLogger()
+}
+
+// SetOutput sets the output destination on the default logger.
+func SetOutput(w io.Writer) {
+	mu.Lock()
+	defer mu.Unlock()
+	currentOutput = w
+	rebuildDefaultLogger()
+}
+
+// New creates a new Logger instance.
+func New() *Logger {
+	return &Logger{
+		logger: slog.New(slog.NewTextHandler(os.Stderr, nil)),
+		Out:    os.Stderr,
+		level:  LevelInfo,
+	}
+}
+
+// StandardLogger returns the default package-level logger.
+func StandardLogger() *Logger {
+	return defaultLogger
+}
+
+// Out returns the underlying io.Writer.
+
+// SetLevel sets the minimum log level on this Logger instance.
+func (l *Logger) SetLevel(level Level) {
+	l.level = level
+	l.rebuildHandler()
+}
+
+// SetFormatter configures the formatter for this Logger instance.
+func (l *Logger) SetFormatter(f *TextFormatter) {
+	l.formatter = f
+	l.rebuildHandler()
+}
+
+// SetOutput sets the output destination on this Logger instance.
+func (l *Logger) SetOutput(w io.Writer) {
+	l.Out = w
+	l.rebuildHandler()
+}
+
+func (l *Logger) rebuildHandler() {
+	opts := &slog.HandlerOptions{Level: l.level}
+	if l.formatter != nil && l.formatter.TimestampFormat != "" {
+		opts.ReplaceAttr = func(groups []string, a slog.Attr) slog.Attr {
+			if a.Key == slog.TimeKey && len(groups) == 0 {
+				a.Value = slog.StringValue(time.Now().Format(l.formatter.TimestampFormat))
+			}
+			return a
+		}
+	}
+	l.logger = slog.New(slog.NewTextHandler(l.Out, opts))
+}
+
+// WithTime returns a Logger with the given time added as the "time" attribute.
+func (l *Logger) WithTime(t time.Time) *Logger {
+	return l.WithField("time", t)
+}
+
+// WithField returns a Logger with the given key-value pair added to its context.
+func WithField(key string, value any) *Logger {
+	return defaultLogger.WithField(key, value)
+}
+
+// WithField returns a Logger with the given key-value pair added to its context.
+func (l *Logger) WithField(key string, value any) *Logger {
+	return &Logger{
+		logger:    l.logger.With(key, value),
+		Out:       l.Out,
+		level:     l.level,
+		formatter: l.formatter,
+	}
+}
+
+// WithFields returns a Logger with the given key-value pairs added to its context.
+func WithFields(fields Fields) *Logger {
+	return defaultLogger.WithFields(fields)
+}
+
+// WithFields returns a Logger with the given key-value pairs added to its context.
+func (l *Logger) WithFields(fields Fields) *Logger {
+	attrs := make([]any, 0, len(fields)*2)
+	for k, v := range fields {
+		attrs = append(attrs, k, v)
+	}
+	return &Logger{
+		logger:    l.logger.With(attrs...),
+		Out:       l.Out,
+		level:     l.level,
+		formatter: l.formatter,
+	}
+}
+
+// --- Package-level convenience methods ---
+
+// Debug logs a message at Debug level.
+func Debug(args ...any) {
+	defaultLogger.logger.Debug(fmt.Sprint(args...))
+}
+
+func (l *Logger) Debug(args ...any) {
+	l.logger.Debug(fmt.Sprint(args...))
+}
+
+// Debugf logs a formatted message at Debug level.
+func Debugf(format string, args ...any) {
+	defaultLogger.logger.Debug(fmt.Sprintf(format, args...))
+}
+
+func (l *Logger) Debugf(format string, args ...any) {
+	l.logger.Debug(fmt.Sprintf(format, args...))
+}
+
+// Info logs a message at Info level.
+func Info(args ...any) {
+	defaultLogger.logger.Info(fmt.Sprint(args...))
+}
+
+func (l *Logger) Info(args ...any) {
+	l.logger.Info(fmt.Sprint(args...))
+}
+
+// Infof logs a formatted message at Info level.
+func Infof(format string, args ...any) {
+	defaultLogger.logger.Info(fmt.Sprintf(format, args...))
+}
+
+func (l *Logger) Infof(format string, args ...any) {
+	l.logger.Info(fmt.Sprintf(format, args...))
+}
+
+// Warn logs a message at Warn level.
+func Warn(args ...any) {
+	defaultLogger.logger.Warn(fmt.Sprint(args...))
+}
+
+func (l *Logger) Warn(args ...any) {
+	l.logger.Warn(fmt.Sprint(args...))
+}
+
+// Warnf logs a formatted message at Warn level.
+func Warnf(format string, args ...any) {
+	defaultLogger.logger.Warn(fmt.Sprintf(format, args...))
+}
+
+func (l *Logger) Warnf(format string, args ...any) {
+	l.logger.Warn(fmt.Sprintf(format, args...))
+}
+
+// Warningf is an alias for Warnf.
+func Warningf(format string, args ...any) {
+	Warnf(format, args...)
+}
+
+func (l *Logger) Warningf(format string, args ...any) {
+	l.Warnf(format, args...)
+}
+
+// Error logs a message at Error level.
+func Error(args ...any) {
+	defaultLogger.logger.Error(fmt.Sprint(args...))
+}
+
+func (l *Logger) Error(args ...any) {
+	l.logger.Error(fmt.Sprint(args...))
+}
+
+// Errorf logs a formatted message at Error level.
+func Errorf(format string, args ...any) {
+	defaultLogger.logger.Error(fmt.Sprintf(format, args...))
+}
+
+func (l *Logger) Errorf(format string, args ...any) {
+	l.logger.Error(fmt.Sprintf(format, args...))
+}
+
+// Fatal logs a message at Error level and exits with status 1.
+func Fatal(args ...any) {
+	defaultLogger.logger.Error(fmt.Sprint(args...))
+	os.Exit(1)
+}
+
+func (l *Logger) Fatal(args ...any) {
+	l.logger.Error(fmt.Sprint(args...))
+	os.Exit(1)
+}
+
+// Fatalf logs a formatted message at Error level and exits with status 1.
+func Fatalf(format string, args ...any) {
+	defaultLogger.logger.Error(fmt.Sprintf(format, args...))
+	os.Exit(1)
+}
+
+func (l *Logger) Fatalf(format string, args ...any) {
+	l.logger.Error(fmt.Sprintf(format, args...))
+	os.Exit(1)
+}
+
+// Printf logs a formatted message at Info level.
+func Printf(format string, args ...any) {
+	defaultLogger.logger.Info(fmt.Sprintf(format, args...))
+}
+
+func (l *Logger) Printf(format string, args ...any) {
+	l.logger.Info(fmt.Sprintf(format, args...))
+}
+
+// Println logs a message at Info level.
+func Println(args ...any) {
+	defaultLogger.logger.Info(fmt.Sprintln(args...))
+}
+
+func (l *Logger) Println(args ...any) {
+	l.logger.Info(fmt.Sprintln(args...))
+}
diff --git a/pkg/prompt/prompt.go b/pkg/prompt/prompt.go
index 2ed2e2890..f27de0312 100644
--- a/pkg/prompt/prompt.go
+++ b/pkg/prompt/prompt.go
@@ -37,12 +37,12 @@ import (
 	rpolicies "github.com/goharbor/harbor-cli/pkg/views/replication/policies/select"
 	rtasks "github.com/goharbor/harbor-cli/pkg/views/replication/task/select"
 
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	repoView "github.com/goharbor/harbor-cli/pkg/views/repository/select"
 	robotView "github.com/goharbor/harbor-cli/pkg/views/robot/select"
 	sview "github.com/goharbor/harbor-cli/pkg/views/scanner/select"
 	uview "github.com/goharbor/harbor-cli/pkg/views/user/select"
 	wview "github.com/goharbor/harbor-cli/pkg/views/webhook/select"
-	log "github.com/sirupsen/logrus"
 )
 
 func GetRegistryNameFromUser() int64 {
diff --git a/pkg/utils/client.go b/pkg/utils/client.go
index 8929661ca..6241e6751 100644
--- a/pkg/utils/client.go
+++ b/pkg/utils/client.go
@@ -20,7 +20,7 @@ import (
 
 	"github.com/goharbor/go-client/pkg/harbor"
 	v2client "github.com/goharbor/go-client/pkg/sdk/v2.0/client"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 var (
diff --git a/pkg/utils/config.go b/pkg/utils/config.go
index 0a28e0ee0..185d148d4 100644
--- a/pkg/utils/config.go
+++ b/pkg/utils/config.go
@@ -21,7 +21,7 @@ import (
 	"sync"
 
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 
 	"github.com/spf13/viper"
 )
diff --git a/pkg/utils/encryption.go b/pkg/utils/encryption.go
index 0f61840c8..8a9b955e4 100644
--- a/pkg/utils/encryption.go
+++ b/pkg/utils/encryption.go
@@ -25,7 +25,7 @@ import (
 	"strings"
 	"sync"
 
-	"github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/zalando/go-keyring"
 )
 
@@ -127,7 +127,7 @@ func GetKeyringProvider() KeyringProvider {
 	// Priority 1: Check for environment variable configuration
 	envKeyName := "HARBOR_ENCRYPTION_KEY"
 	if envKey := os.Getenv(envKeyName); envKey != "" {
-		logrus.Debug("Using environment-based encryption key")
+		log.Debug("Using environment-based encryption key")
 		return &EnvironmentKeyring{
 			EnvVarName: envKeyName,
 		}
@@ -138,9 +138,9 @@ func GetKeyringProvider() KeyringProvider {
 		// Clean up the test entry
 		err = keyring.Delete("harbor-cli-test", "test-user")
 		if err != nil {
-			logrus.Warnf("Failed to delete test entry from system keyring: %v", err)
+			log.Warnf("Failed to delete test entry from system keyring: %v", err)
 		}
-		logrus.Debug("Using system keyring")
+		log.Debug("Using system keyring")
 		return &SystemKeyring{}
 	}
 
@@ -153,7 +153,7 @@ func GetKeyringProvider() KeyringProvider {
 		BaseDir: filepath.Join(homeDir, ".harbor", "keyring"),
 	}
 
-	logrus.Info("System keyring not available, using file-based keyring")
+	log.Info("System keyring not available, using file-based keyring")
 	return fileKeyring
 }
 
diff --git a/pkg/utils/utils.go b/pkg/utils/utils.go
index 118b2a364..aa7afafc4 100644
--- a/pkg/utils/utils.go
+++ b/pkg/utils/utils.go
@@ -27,8 +27,8 @@ import (
 	"github.com/charmbracelet/bubbles/table"
 	"github.com/gocarina/gocsv"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/user"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	uview "github.com/goharbor/harbor-cli/pkg/views/user/select"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/viper"
 	"go.yaml.in/yaml/v4"
 	"golang.org/x/term"
diff --git a/pkg/views/artifact/tags/create/view.go b/pkg/views/artifact/tags/create/view.go
index ce52f47e8..3ac301cd9 100644
--- a/pkg/views/artifact/tags/create/view.go
+++ b/pkg/views/artifact/tags/create/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func CreateTagView(tagName *string) {
diff --git a/pkg/views/confirmation.go b/pkg/views/confirmation.go
index a8348dc6b..d2296d278 100644
--- a/pkg/views/confirmation.go
+++ b/pkg/views/confirmation.go
@@ -15,7 +15,7 @@ package views
 
 import (
 	"github.com/charmbracelet/huh"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 func ConfirmElevation() (bool, error) {
diff --git a/pkg/views/cveallowlist/update/view.go b/pkg/views/cveallowlist/update/view.go
index d938cd9f3..94fe69659 100644
--- a/pkg/views/cveallowlist/update/view.go
+++ b/pkg/views/cveallowlist/update/view.go
@@ -17,7 +17,7 @@ import (
 	"errors"
 
 	"github.com/charmbracelet/huh"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 type UpdateView struct {
diff --git a/pkg/views/immutable/create/view.go b/pkg/views/immutable/create/view.go
index d81ea5424..fe7246f69 100644
--- a/pkg/views/immutable/create/view.go
+++ b/pkg/views/immutable/create/view.go
@@ -17,7 +17,7 @@ import (
 	"errors"
 
 	"github.com/charmbracelet/huh"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 type CreateView struct {
diff --git a/pkg/views/instance/create/view.go b/pkg/views/instance/create/view.go
index 13dc896e3..0c5bd17c3 100644
--- a/pkg/views/instance/create/view.go
+++ b/pkg/views/instance/create/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type CreateView struct {
diff --git a/pkg/views/label/create/view.go b/pkg/views/label/create/view.go
index 366b8a757..674cb241c 100644
--- a/pkg/views/label/create/view.go
+++ b/pkg/views/label/create/view.go
@@ -17,7 +17,7 @@ import (
 	"errors"
 
 	"github.com/charmbracelet/huh"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 type CreateView struct {
diff --git a/pkg/views/label/update/view.go b/pkg/views/label/update/view.go
index cf62d9393..98d79a20d 100644
--- a/pkg/views/label/update/view.go
+++ b/pkg/views/label/update/view.go
@@ -18,7 +18,7 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 func UpdateLabelView(updateView *models.Label) {
diff --git a/pkg/views/login/create.go b/pkg/views/login/create.go
index 9542dcde2..4ee90c1c3 100644
--- a/pkg/views/login/create.go
+++ b/pkg/views/login/create.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type LoginView struct {
diff --git a/pkg/views/password/change/view.go b/pkg/views/password/change/view.go
index 16385e116..8836dfac9 100644
--- a/pkg/views/password/change/view.go
+++ b/pkg/views/password/change/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type PasswordChangeView struct {
diff --git a/pkg/views/password/reset/view.go b/pkg/views/password/reset/view.go
index c9f4c4ecf..eea920662 100644
--- a/pkg/views/password/reset/view.go
+++ b/pkg/views/password/reset/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type PasswordChangeView struct {
diff --git a/pkg/views/project/config/update/view.go b/pkg/views/project/config/update/view.go
index ff5a06997..e17ffd000 100644
--- a/pkg/views/project/config/update/view.go
+++ b/pkg/views/project/config/update/view.go
@@ -16,7 +16,7 @@ package update
 import (
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 func validateValue(value *string) *string {
diff --git a/pkg/views/project/create/view.go b/pkg/views/project/create/view.go
index aba8ecadb..28d7b4d97 100644
--- a/pkg/views/project/create/view.go
+++ b/pkg/views/project/create/view.go
@@ -21,8 +21,8 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/client/registry"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 	"github.com/spf13/viper"
 )
 
diff --git a/pkg/views/quota/update/view.go b/pkg/views/quota/update/view.go
index f3bb299a0..c65525523 100644
--- a/pkg/views/quota/update/view.go
+++ b/pkg/views/quota/update/view.go
@@ -22,8 +22,8 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/views/quota/list"
-	log "github.com/sirupsen/logrus"
 )
 
 type CreateView struct {
diff --git a/pkg/views/registry/create/view.go b/pkg/views/registry/create/view.go
index afff393d0..9d50d0774 100644
--- a/pkg/views/registry/create/view.go
+++ b/pkg/views/registry/create/view.go
@@ -20,8 +20,8 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/harbor-cli/pkg/api"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 // struct to hold registry options
diff --git a/pkg/views/registry/update/view.go b/pkg/views/registry/update/view.go
index 3330f6b15..220b97166 100644
--- a/pkg/views/registry/update/view.go
+++ b/pkg/views/registry/update/view.go
@@ -19,8 +19,8 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func UpdateRegistryView(updateView *models.Registry) {
diff --git a/pkg/views/replication/policies/create/view.go b/pkg/views/replication/policies/create/view.go
index 8d26660fa..64a949a7d 100644
--- a/pkg/views/replication/policies/create/view.go
+++ b/pkg/views/replication/policies/create/view.go
@@ -21,7 +21,7 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/charmbracelet/lipgloss"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 type CreateView struct {
diff --git a/pkg/views/robot/create/view.go b/pkg/views/robot/create/view.go
index 1f649fb65..18aec7e81 100644
--- a/pkg/views/robot/create/view.go
+++ b/pkg/views/robot/create/view.go
@@ -20,7 +20,7 @@ import (
 
 	"github.com/charmbracelet/huh"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 type CreateView struct {
diff --git a/pkg/views/robot/update/view.go b/pkg/views/robot/update/view.go
index 8d4d1a715..37cdc118d 100644
--- a/pkg/views/robot/update/view.go
+++ b/pkg/views/robot/update/view.go
@@ -20,7 +20,7 @@ import (
 	"github.com/charmbracelet/huh"
 	"github.com/go-openapi/strfmt"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 type UpdateView struct {
diff --git a/pkg/views/scan-all/update/view.go b/pkg/views/scan-all/update/view.go
index d2a451b42..58c16269d 100644
--- a/pkg/views/scan-all/update/view.go
+++ b/pkg/views/scan-all/update/view.go
@@ -20,7 +20,7 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
-	log "github.com/sirupsen/logrus"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 )
 
 func UpdateSchedule(cron *string) {
diff --git a/pkg/views/scanner/create/view.go b/pkg/views/scanner/create/view.go
index e38765f4e..c5070beaa 100644
--- a/pkg/views/scanner/create/view.go
+++ b/pkg/views/scanner/create/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type CreateView struct {
diff --git a/pkg/views/scanner/update/view.go b/pkg/views/scanner/update/view.go
index 17019b46e..3d5eb9c51 100644
--- a/pkg/views/scanner/update/view.go
+++ b/pkg/views/scanner/update/view.go
@@ -20,8 +20,8 @@ import (
 	"github.com/charmbracelet/huh"
 	"github.com/go-openapi/strfmt"
 	"github.com/goharbor/go-client/pkg/sdk/v2.0/models"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 func UpdateScannerView(scanner *models.ScannerRegistration) {
diff --git a/pkg/views/user/create/view.go b/pkg/views/user/create/view.go
index b11b1d8b6..9ba89e78e 100644
--- a/pkg/views/user/create/view.go
+++ b/pkg/views/user/create/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type CreateView struct {
diff --git a/pkg/views/webhook/edit/view.go b/pkg/views/webhook/edit/view.go
index 6c2b5e3d9..80442b4ff 100644
--- a/pkg/views/webhook/edit/view.go
+++ b/pkg/views/webhook/edit/view.go
@@ -18,8 +18,8 @@ import (
 	"strings"
 
 	"github.com/charmbracelet/huh"
+	log "github.com/goharbor/harbor-cli/pkg/log"
 	"github.com/goharbor/harbor-cli/pkg/utils"
-	log "github.com/sirupsen/logrus"
 )
 
 type EditView struct {